{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Example 2.3:** Typical effects of varying the number of intensity levels in a digital image\n",
    "\n",
    "> This code is written with Julia v1.0.0, Images v0.16.1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "using Printf # format string in C style\n",
    "using Images # core package for image"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "在Julia 的`Images`中，图片默认是以“归一化的非浮动的浮点数“`N0f8`存储，即`Norm{UInt8,8}`（Normalized, with 0 integer bits and 8 fractional bits）。换句话说，像素值只能够取[0,1]之间的256个。Check [FixedPointNumbers](https://github.com/JuliaMath/FixedPointNumbers.jl) for more information\n",
    "\n",
    "这样设计的好处是统一了图片的存储方式，避免了Int与Float类型之间的混淆，从而避免了\n",
    "\n",
    "1. 不同算法之间图片数据存储类型不明确导致的bug\n",
    "2. 类型转换带来的数值误差"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "452×374 Array{Gray{N0f8},2} with eltype Gray{Normed{UInt8,8}}\n",
      "MIN:Gray{N0f8}(0.047)\tMAX:Gray{N0f8}(1.0)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "452×374 Array{Gray{N0f8},2} with eltype Gray{Normed{UInt8,8}}:\n",
       " Gray{N0f8}(0.204)  Gray{N0f8}(0.204)  …  Gray{N0f8}(0.204)\n",
       " Gray{N0f8}(0.204)  Gray{N0f8}(0.204)     Gray{N0f8}(0.204)\n",
       " Gray{N0f8}(0.204)  Gray{N0f8}(0.204)     Gray{N0f8}(0.196)\n",
       " Gray{N0f8}(0.204)  Gray{N0f8}(0.204)     Gray{N0f8}(0.196)\n",
       " Gray{N0f8}(0.204)  Gray{N0f8}(0.204)     Gray{N0f8}(0.196)\n",
       " Gray{N0f8}(0.204)  Gray{N0f8}(0.204)  …  Gray{N0f8}(0.196)\n",
       " Gray{N0f8}(0.204)  Gray{N0f8}(0.204)     Gray{N0f8}(0.204)\n",
       " Gray{N0f8}(0.204)  Gray{N0f8}(0.204)     Gray{N0f8}(0.196)\n",
       " Gray{N0f8}(0.204)  Gray{N0f8}(0.204)     Gray{N0f8}(0.196)\n",
       " Gray{N0f8}(0.204)  Gray{N0f8}(0.204)     Gray{N0f8}(0.196)\n",
       " Gray{N0f8}(0.204)  Gray{N0f8}(0.204)  …  Gray{N0f8}(0.204)\n",
       " Gray{N0f8}(0.204)  Gray{N0f8}(0.204)     Gray{N0f8}(0.204)\n",
       " Gray{N0f8}(0.204)  Gray{N0f8}(0.204)     Gray{N0f8}(0.196)\n",
       " ⋮                                     ⋱                   \n",
       " Gray{N0f8}(0.306)  Gray{N0f8}(0.306)  …  Gray{N0f8}(0.475)\n",
       " Gray{N0f8}(0.306)  Gray{N0f8}(0.306)     Gray{N0f8}(0.443)\n",
       " Gray{N0f8}(0.31)   Gray{N0f8}(0.306)     Gray{N0f8}(0.443)\n",
       " Gray{N0f8}(0.306)  Gray{N0f8}(0.306)     Gray{N0f8}(0.443)\n",
       " Gray{N0f8}(0.31)   Gray{N0f8}(0.31)      Gray{N0f8}(0.459)\n",
       " Gray{N0f8}(0.31)   Gray{N0f8}(0.31)   …  Gray{N0f8}(0.49) \n",
       " Gray{N0f8}(0.31)   Gray{N0f8}(0.31)      Gray{N0f8}(0.549)\n",
       " Gray{N0f8}(0.31)   Gray{N0f8}(0.31)      Gray{N0f8}(0.537)\n",
       " Gray{N0f8}(0.31)   Gray{N0f8}(0.31)      Gray{N0f8}(0.525)\n",
       " Gray{N0f8}(0.31)   Gray{N0f8}(0.31)      Gray{N0f8}(0.514)\n",
       " Gray{N0f8}(0.31)   Gray{N0f8}(0.318)  …  Gray{N0f8}(0.518)\n",
       " Gray{N0f8}(0.31)   Gray{N0f8}(0.318)     Gray{N0f8}(0.498)"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# load the original image\n",
    "ori_img = load(\"Data/Fig0221(a).tif\")\n",
    "\n",
    "@printf \"%s\\n\" summary(ori_img)\n",
    "@printf \"MIN:%s\\tMAX:%s\\n\" extrema(ori_img)...\n",
    "ori_img"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "当然，我们也可以选择输出其`UInt8`类型的值"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "452×374 rawview(reinterpret(N0f8, ::Array{Gray{N0f8},2})) with eltype UInt8\n",
      "MIN:12\tMAX:255\n",
      "这是图片UInt8的十六进制表示"
     ]
    },
    {
     "data": {
      "text/plain": [
       "452×374 rawview(reinterpret(N0f8, ::Array{Gray{N0f8},2})) with eltype UInt8:\n",
       " 0x34  0x34  0x34  0x34  0x34  0x34  …  0x32  0x34  0x34  0x34  0x32  0x34\n",
       " 0x34  0x34  0x34  0x34  0x34  0x34     0x34  0x34  0x34  0x34  0x32  0x34\n",
       " 0x34  0x34  0x34  0x35  0x34  0x34     0x34  0x34  0x34  0x34  0x32  0x32\n",
       " 0x34  0x34  0x34  0x35  0x34  0x34     0x34  0x34  0x34  0x34  0x32  0x32\n",
       " 0x34  0x34  0x34  0x34  0x34  0x34     0x34  0x34  0x34  0x34  0x32  0x32\n",
       " 0x34  0x34  0x34  0x34  0x34  0x34  …  0x32  0x34  0x34  0x34  0x32  0x32\n",
       " 0x34  0x34  0x34  0x34  0x34  0x34     0x32  0x34  0x34  0x34  0x32  0x34\n",
       " 0x34  0x34  0x34  0x34  0x34  0x34     0x32  0x34  0x34  0x34  0x32  0x32\n",
       " 0x34  0x34  0x34  0x34  0x34  0x34     0x32  0x34  0x34  0x34  0x32  0x32\n",
       " 0x34  0x34  0x34  0x34  0x34  0x34     0x32  0x34  0x34  0x34  0x32  0x32\n",
       " 0x34  0x34  0x34  0x34  0x34  0x34  …  0x32  0x34  0x34  0x34  0x32  0x34\n",
       " 0x34  0x34  0x34  0x34  0x34  0x34     0x32  0x34  0x34  0x34  0x32  0x34\n",
       " 0x34  0x34  0x34  0x34  0x34  0x34     0x32  0x34  0x35  0x34  0x32  0x32\n",
       "    ⋮                             ⋮  ⋱                 ⋮                  \n",
       " 0x4e  0x4e  0x4b  0x4b  0x4e  0x4e  …  0x79  0x6e  0x70  0x73  0x77  0x79\n",
       " 0x4e  0x4e  0x4e  0x4b  0x4e  0x4e     0x7a  0x71  0x73  0x79  0x77  0x71\n",
       " 0x4f  0x4e  0x4e  0x4e  0x4e  0x4e     0x7c  0x77  0x79  0x7d  0x79  0x71\n",
       " 0x4e  0x4e  0x4e  0x4e  0x4e  0x4f     0x7f  0x79  0x7a  0x7d  0x7a  0x71\n",
       " 0x4f  0x4f  0x4e  0x4e  0x4f  0x4f     0x84  0x7d  0x7d  0x81  0x7f  0x75\n",
       " 0x4f  0x4f  0x4e  0x4e  0x4e  0x4f  …  0x86  0x81  0x83  0x88  0x86  0x7d\n",
       " 0x4f  0x4f  0x4e  0x4e  0x4e  0x4f     0x83  0x83  0x88  0x8f  0x90  0x8c\n",
       " 0x4f  0x4f  0x4e  0x4e  0x4e  0x4f     0x71  0x73  0x79  0x7f  0x86  0x89\n",
       " 0x4f  0x4f  0x4f  0x4e  0x4e  0x4f     0x5b  0x60  0x66  0x6d  0x79  0x86\n",
       " 0x4f  0x4f  0x4f  0x4f  0x4f  0x4f     0x4b  0x54  0x5b  0x61  0x70  0x83\n",
       " 0x4f  0x51  0x4f  0x4f  0x4f  0x51  …  0x56  0x60  0x6a  0x71  0x7a  0x84\n",
       " 0x4f  0x51  0x51  0x4f  0x51  0x51     0x6d  0x77  0x7f  0x83  0x81  0x7f"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# See what image intensities are\n",
    "ori_img_UInt = rawview(channelview(ori_img))\n",
    "\n",
    "@printf \"%s\\n\" summary(ori_img_UInt)\n",
    "@printf \"MIN:%s\\tMAX:%s\\n\" extrema(ori_img_UInt)... \n",
    "@printf \"这是图片UInt8的十六进制表示\"\n",
    "ori_img_UInt"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "接下来我们将图片的像素值重新编码成对应的灰度级别\n",
    "在依然采用`UInt8`格式的情况下，简单的想法是：\n",
    "> 对于128灰度级的图片，只需要将`{0,1}`表示成`0`,`{2,3}`表示成`2`,依此类推即可\n",
    "\n",
    "但是这样会带来像素值的偏移问题，例如，对于2灰度级的图片，按照上述想法，`{0,1,...127}`全部为`0`，`{128,129,...255}`全部为`128`，而这显然不符合我们对于二值图片的期望。因此我们还需要对这种表示进行一次一次“归一化”操作\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "gray_level = 0.0:0.5:1.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "452×374 reinterpret(Gray{N0f8}, ::Array{N0f8,2}):\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)  …  Gray{N0f8}(0.0)  Gray{N0f8}(0.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(0.0)  Gray{N0f8}(0.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(0.0)  Gray{N0f8}(0.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(0.0)  Gray{N0f8}(0.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(0.0)  Gray{N0f8}(0.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)  …  Gray{N0f8}(0.0)  Gray{N0f8}(0.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(0.0)  Gray{N0f8}(0.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(0.0)  Gray{N0f8}(0.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(0.0)  Gray{N0f8}(0.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(0.0)  Gray{N0f8}(0.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)  …  Gray{N0f8}(0.0)  Gray{N0f8}(0.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(0.0)  Gray{N0f8}(0.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(0.0)  Gray{N0f8}(0.0)\n",
       " ⋮                                 ⋱                                  \n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)  …  Gray{N0f8}(0.0)  Gray{N0f8}(0.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(0.0)  Gray{N0f8}(0.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(0.0)  Gray{N0f8}(0.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(0.0)  Gray{N0f8}(0.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(0.0)  Gray{N0f8}(0.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)  …  Gray{N0f8}(1.0)  Gray{N0f8}(0.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(0.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(0.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)  …  Gray{N0f8}(0.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(1.0)  Gray{N0f8}(0.0)"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# take 2 intensity level as example\n",
    "ori_img = load(\"Data/Fig0221(a).tif\")\n",
    "\n",
    "bit_level = 1\n",
    "img = ori_img\n",
    "\n",
    "gray_level = range(0, stop = 1, length= Int(2^bit_level+1))\n",
    "@show gray_level\n",
    "\n",
    "# let [0,0.5] be 0\n",
    "inds = gray_level[1] .< img .<= gray_level[2]\n",
    "img[inds] = fill(gray_level[1],length(findall(inds)))\n",
    "\n",
    "# let [0.5,1] be 0.5\n",
    "inds = gray_level[2] .< img .<= gray_level[3]\n",
    "img[inds] = fill(gray_level[2],length(findall(inds)))\n",
    "\n",
    "# normalize image again\n",
    "img = img./maximum(img) # Array{N0f8}\n",
    "\n",
    "img = colorview(Gray,img) # convert to Array{Gray{N0f8}}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "将上面的idea重写成函数即可"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "down_intensity (generic function with 1 method)"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# rewrite as function\n",
    "function down_intensity!(img::Array{Gray{T}}, dest_bit) where T\n",
    "    gray_level = range(0, stop = 1, length= Int(2^dest_bit+1))\n",
    "    inds = [gray_level[i] .< img .<= gray_level[i+1] \n",
    "        for i in 1:length(gray_level)-1]\n",
    "    \n",
    "    # This for-loop is slow\n",
    "    for i in 1:length(gray_level)-1\n",
    "        img[inds[i]] = fill(gray_level[i],length(findall(inds[i])))\n",
    "    end\n",
    "    img = Gray{T}.(img/maximum(img))\n",
    "    return img\n",
    "end\n",
    "function down_intensity(img::Array{Gray{T}}, dest_bit) where T\n",
    "    dest_img = copy(img)\n",
    "    down_intensity!(dest_img, dest_bit)\n",
    "end"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's see how it works"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  0.396846 seconds (390.48 k allocations: 30.418 MiB, 2.94% gc time)\n",
      "  0.089509 seconds (2.33 k allocations: 7.540 MiB)\n",
      "  0.058061 seconds (1.21 k allocations: 5.947 MiB)\n",
      "  0.034090 seconds (623 allocations: 5.150 MiB, 20.09% gc time)\n",
      "  0.018697 seconds (324 allocations: 4.752 MiB)\n",
      "  0.010960 seconds (171 allocations: 4.552 MiB)\n",
      "  0.007430 seconds (94 allocations: 4.453 MiB)\n",
      "  0.016811 seconds (54 allocations: 4.403 MiB, 38.71% gc time)\n",
      "Intensity levels are:\n",
      "256\t128\t64\t32\n",
      "16\t8\t4\t2\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "904×1496 Array{Gray{N0f8},2} with eltype Gray{Normed{UInt8,8}}:\n",
       " Gray{N0f8}(0.204)  Gray{N0f8}(0.204)  …  Gray{N0f8}(0.196)\n",
       " Gray{N0f8}(0.204)  Gray{N0f8}(0.204)     Gray{N0f8}(0.196)\n",
       " Gray{N0f8}(0.204)  Gray{N0f8}(0.204)     Gray{N0f8}(0.196)\n",
       " Gray{N0f8}(0.204)  Gray{N0f8}(0.204)     Gray{N0f8}(0.196)\n",
       " Gray{N0f8}(0.204)  Gray{N0f8}(0.204)     Gray{N0f8}(0.196)\n",
       " Gray{N0f8}(0.204)  Gray{N0f8}(0.204)  …  Gray{N0f8}(0.196)\n",
       " Gray{N0f8}(0.204)  Gray{N0f8}(0.204)     Gray{N0f8}(0.196)\n",
       " Gray{N0f8}(0.204)  Gray{N0f8}(0.204)     Gray{N0f8}(0.196)\n",
       " Gray{N0f8}(0.204)  Gray{N0f8}(0.204)     Gray{N0f8}(0.196)\n",
       " Gray{N0f8}(0.204)  Gray{N0f8}(0.204)     Gray{N0f8}(0.196)\n",
       " Gray{N0f8}(0.204)  Gray{N0f8}(0.204)  …  Gray{N0f8}(0.196)\n",
       " Gray{N0f8}(0.204)  Gray{N0f8}(0.204)     Gray{N0f8}(0.196)\n",
       " Gray{N0f8}(0.204)  Gray{N0f8}(0.204)     Gray{N0f8}(0.196)\n",
       " ⋮                                     ⋱  ⋮                \n",
       " Gray{N0f8}(0.267)  Gray{N0f8}(0.267)     Gray{N0f8}(0.0)  \n",
       " Gray{N0f8}(0.267)  Gray{N0f8}(0.267)     Gray{N0f8}(0.0)  \n",
       " Gray{N0f8}(0.267)  Gray{N0f8}(0.267)     Gray{N0f8}(0.0)  \n",
       " Gray{N0f8}(0.267)  Gray{N0f8}(0.267)  …  Gray{N0f8}(0.0)  \n",
       " Gray{N0f8}(0.267)  Gray{N0f8}(0.267)     Gray{N0f8}(0.0)  \n",
       " Gray{N0f8}(0.267)  Gray{N0f8}(0.267)     Gray{N0f8}(0.0)  \n",
       " Gray{N0f8}(0.267)  Gray{N0f8}(0.267)     Gray{N0f8}(1.0)  \n",
       " Gray{N0f8}(0.267)  Gray{N0f8}(0.267)     Gray{N0f8}(1.0)  \n",
       " Gray{N0f8}(0.267)  Gray{N0f8}(0.267)  …  Gray{N0f8}(1.0)  \n",
       " Gray{N0f8}(0.267)  Gray{N0f8}(0.267)     Gray{N0f8}(1.0)  \n",
       " Gray{N0f8}(0.267)  Gray{N0f8}(0.333)     Gray{N0f8}(1.0)  \n",
       " Gray{N0f8}(0.267)  Gray{N0f8}(0.333)     Gray{N0f8}(0.0)  "
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bit_levels = [8:-1:1...]\n",
    "ori_img = load(\"Data/Fig0221(a).tif\")\n",
    "\n",
    "imgs = [@time down_intensity(ori_img,bit_level) for bit_level in bit_levels]\n",
    "\n",
    "@printf \"Intensity levels are:\\n%d\\t%d\\t%d\\t%d\\n%d\\t%d\\t%d\\t%d\\n\" (2 .^bit_levels)...\n",
    "[[imgs[1] imgs[2] imgs[3] imgs[4]]\n",
    "[imgs[5] imgs[6] imgs[7] imgs[8]]]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "实际上，`Images`中是支持图片按不同Bit位数表示的，这比自己实现要快得多也要可靠的多"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  0.079855 seconds (156.26 k allocations: 7.886 MiB)\n",
      "  0.179634 seconds (415.89 k allocations: 21.755 MiB, 6.09% gc time)\n",
      "  0.283459 seconds (395.71 k allocations: 20.622 MiB, 8.79% gc time)\n",
      "  0.238076 seconds (395.69 k allocations: 20.627 MiB, 9.67% gc time)\n",
      "  0.250321 seconds (392.75 k allocations: 20.432 MiB, 7.71% gc time)\n",
      "  0.178140 seconds (395.73 k allocations: 20.626 MiB, 9.01% gc time)\n",
      "  0.274542 seconds (395.73 k allocations: 20.636 MiB, 6.10% gc time)\n",
      "  0.198120 seconds (393.82 k allocations: 20.518 MiB, 8.90% gc time)\n",
      "Intensity levels are:\n",
      "256\t128\t64\t32\n",
      "16\t8\t4\t2\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "904×1496 Array{Gray{N120f8},2} with eltype Gray{Normed{UInt128,8}}:\n",
       " Gray{N120f8}(0.204)  Gray{N120f8}(0.204)  …  Gray{N120f8}(0.192)\n",
       " Gray{N120f8}(0.204)  Gray{N120f8}(0.204)     Gray{N120f8}(0.192)\n",
       " Gray{N120f8}(0.204)  Gray{N120f8}(0.204)     Gray{N120f8}(0.192)\n",
       " Gray{N120f8}(0.204)  Gray{N120f8}(0.204)     Gray{N120f8}(0.192)\n",
       " Gray{N120f8}(0.204)  Gray{N120f8}(0.204)     Gray{N120f8}(0.192)\n",
       " Gray{N120f8}(0.204)  Gray{N120f8}(0.204)  …  Gray{N120f8}(0.192)\n",
       " Gray{N120f8}(0.204)  Gray{N120f8}(0.204)     Gray{N120f8}(0.192)\n",
       " Gray{N120f8}(0.204)  Gray{N120f8}(0.204)     Gray{N120f8}(0.192)\n",
       " Gray{N120f8}(0.204)  Gray{N120f8}(0.204)     Gray{N120f8}(0.192)\n",
       " Gray{N120f8}(0.204)  Gray{N120f8}(0.204)     Gray{N120f8}(0.192)\n",
       " Gray{N120f8}(0.204)  Gray{N120f8}(0.204)  …  Gray{N120f8}(0.192)\n",
       " Gray{N120f8}(0.204)  Gray{N120f8}(0.204)     Gray{N120f8}(0.192)\n",
       " Gray{N120f8}(0.204)  Gray{N120f8}(0.204)     Gray{N120f8}(0.192)\n",
       " ⋮                                         ⋱  ⋮                  \n",
       " Gray{N120f8}(0.333)  Gray{N120f8}(0.333)     Gray{N120f8}(0.0)  \n",
       " Gray{N120f8}(0.333)  Gray{N120f8}(0.333)     Gray{N120f8}(0.0)  \n",
       " Gray{N120f8}(0.333)  Gray{N120f8}(0.333)     Gray{N120f8}(0.0)  \n",
       " Gray{N120f8}(0.333)  Gray{N120f8}(0.333)  …  Gray{N120f8}(0.0)  \n",
       " Gray{N120f8}(0.333)  Gray{N120f8}(0.333)     Gray{N120f8}(0.0)  \n",
       " Gray{N120f8}(0.333)  Gray{N120f8}(0.333)     Gray{N120f8}(0.0)  \n",
       " Gray{N120f8}(0.333)  Gray{N120f8}(0.333)     Gray{N120f8}(1.0)  \n",
       " Gray{N120f8}(0.333)  Gray{N120f8}(0.333)     Gray{N120f8}(1.0)  \n",
       " Gray{N120f8}(0.333)  Gray{N120f8}(0.333)  …  Gray{N120f8}(1.0)  \n",
       " Gray{N120f8}(0.333)  Gray{N120f8}(0.333)     Gray{N120f8}(1.0)  \n",
       " Gray{N120f8}(0.333)  Gray{N120f8}(0.333)     Gray{N120f8}(1.0)  \n",
       " Gray{N120f8}(0.333)  Gray{N120f8}(0.333)     Gray{N120f8}(0.0)  "
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bit_levels = [8:-1:1...]\n",
    "ori_img = load(\"Data/Fig0221(a).tif\")\n",
    "\n",
    "imgs = [@time Gray{Normed{UInt8,bit_level}}.(ori_img) # 存储类型转换即可\n",
    "    for bit_level in bit_levels]\n",
    "\n",
    "@printf \"Intensity levels are:\\n%d\\t%d\\t%d\\t%d\\n%d\\t%d\\t%d\\t%d\\n\" (2 .^bit_levels)...\n",
    "[[imgs[1] imgs[2] imgs[3] imgs[4]]\n",
    "[imgs[5] imgs[6] imgs[7] imgs[8]]]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "可以看到，实际结果上还是有一些差异的\n",
    "\n",
    "注：由于`FixedPointNumber.Normed`类型在溢出时的行为是wraparound，因此在涉及到溢出的情况下需要做类型转换。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-a = 0.102N0f8\n",
      "a - N0f8(0.91) = 0.996N0f8\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "0.996N0f8"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# wraparound behavior for overflow\n",
    "a = N0f8(0.9)\n",
    "@show -a\n",
    "@show a - N0f8(0.91)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "检查一下两种方法之间的差别"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  1.258061 seconds (2.22 M allocations: 110.304 MiB, 4.36% gc time)\n",
      "  1.142281 seconds (1.33 M allocations: 124.624 MiB, 6.44% gc time)\n",
      "summary(img_diffs) = \"8-element Array{Array{Gray{Float32},2},1}\"\n",
      "Intensity levels are:\n",
      "256\t128\t64\t32\n",
      "16\t8\t4\t2\n"
     ]
    },
    {
     "data": {
      "image/png": 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/lQpCDkd7K/WJ8I9Ee3aIPMr0sSrkK5r4rcmS3qC9Au1DFir8UeSBChCUkkC+Tia5shtiZG2Z2I+Ausf0rQqcgBohHaSQj8ShQXtSE+Ud0SzSIMmxPEoWchbK0BGB+aUBS/MgM9AfWLXADmJBOiemaaOWwr1B+9JWPOpNyDFoj9WQOioxC5kR6CuwDgmGlgIcbqyMspDe0W7wk8RqBeST0KA9qYnSjkSKjFBLo2BdxvFnZ7ksA4cWIoFJb12XSinPOAeAkHJ28SVWCiVNpkkNsEVkWok3Mi2TPC/5CCFGRPdlDB4DQOU+ZnlfKJlyfHn41YTNTCqHNby97DaJv7PzbKhssubypx/TuVuabimLR/qMqV43ZfeUTXBgI2bHo4qFIswXqbk+bA2QdQprBNyrCBkqrKFfBGlUM84Gw8IgFaIMHPoiUuWgxJGQWlqrW4q4ypE4W5+P/4qen6kkm0dSZUoO3SIELc4fpQKBog27usc+fCnrUDFTtYCpVHqhnHbFRpIpt4noN5EsnYPBKrJ2qR2yREF0tq50y/QDiDLSU6uHdJIKuml4T/ldaUgb3p5twaOfg7HH+rvqKazjykBnpMmJ/M9yd8PEtkr0zAo5pqL9FJ+bgBpSlESHj22B/9GbuMkwrQEMpNT6mioqrFMqydlp4xiP9dR9OPIVEQcrJzBMrSrXBMa5wCQKxfVvI8lk2vT4p9z0E1iq3ggvWxWKsVMYyGAaLqQhE0NEEH6fNUbJvlryuXw68YM9iqGHrG6fLLmajpQ9GkJyItesqDRA+gh3Ygb78FIekBBvxxvGe81Uk3qxVobOCHsIBzR3z/TWpBzN8Wg1oGNbdGKJc6lHy3SXjEAdOiQpTeCu+3RaTdIjCDLVHKVKSak9pdaLnL2RZHZp/KLeURCvuMxOxQZ4O/k7ZJkE7ZTZ6WcA7LLCHZV+HLgHN7blDk1sB1VUwzXp7FgDIhxUGDAoVoxwfoDURFNcVNkILYH/jsU/8GuiL6JlWKBZDdoPXNnrkydQwNjVQG991FKfoi/KbCrN2GNWrjBO4mcUNaWSuTRzCuvUuaOnwrn80ijNzSPWABui4oHY5gwN/mYEFzDNitPOuoXKKwwt2jg0o9TSgUamU3HMsI6gN6KKI0MqsFP5jsqhtTgfgL6d5pBNKLcGILdXHuvkiVSpo1tOaQXyKcmUW3sbcxeVjMhbMNFoePvG+jpoBGJ9CqCDZrV74kppRGBn8SI4rzrxnLhD/XIiGIy94e27g6CIN4WzV50/isBCjQxhnxBL8JNX7riRcBGVlycN8naurxJle4P2PFV2sDgKQZVn7nH56fYmFbtwrszBqk09WTvBbpG9N5LMwZCcJ2FO2yTMMk/8kuIIjZxYmo5KeTG9KomuHNmqzbgxF2aiVza8PUeNHS4KXVpVmzdmyk5JJiWWhJP0GvRVFgHsHXvCN2jPNOfRT0UDXAO8CBMng0/BjvN6iAXxIkLpmQ3aj47wmQyBoBqAXekZoYKEWUyMd+iwZX3ETGkqeAH3TkIVqMVZw9tLaiIFcniiTdllSYTkypbU4o/DVMozlNmrbPeYLROmxMhTaM/WzC5lK+bY57UYoUqlEODSLadqDbWLHh9UO5BsLq+KYDzQ8PZqt1U1qFPKF3BIyu4MtAXLDFnVzUr+kmL+l1F1PYYalazHvYkCduohtiu5PVtewToHgJUPRDtlGQjuMHOvPLmPmECoxbgoojaB4q8aZhjglRoXXlU+xG5uOJ3KCdUmlFYDWMhfB/YIM5N0KM3PEYKsBxIRobTKy5+xsm3gSvcG7flrreiYdClXdJqHTI+QT4V1+BzIqN8Pme1+aYvcji+ogbVLjQZyv7rc8+06TL2ziIqhc7SnghifQKxJbyQPqneELQ/8bsPDU+g3aC+xeQiVVEIokY4cWSeoTiVfdNOqu0mIi4WOCerxSYLevRml5mjrA0VR0zQHSvxAyaoJeEjtkIEhzCe94EC5FZEs+AldhXGQ2uhkiqjQHdMgVGIRYccUjveafIPo0jpeVCg6mXp8miITE8AmBtqgvlbDpOO17lFyok6sHqJMzMOhfhR+TjUkPM1RQKh8gGcn9UGiMX4zl1pieyUmViWSsF3WMh0GqFNsx5v1GGSb2OUS9HJk3fD27dq7wNhYDFED3sgCp5OmmJSkMRhBg3kmzjBVPUgN40d9lRreXlZ7QY7hYK8OIZ5AFclF+HncT2vA29E9RZCBBhJyV4P2suAGhlMb5p7WEYcaoDse79Vj0CHEY7wByhu0py157BOFnGPnum9+Iq+LL1Fh9fsmd8T3QXmD9iPW91xW/MrO3arBJTopHbkrRUfl6eWnKA4Nb09qopQjqj/TGKWQsGOmyrfMji8f87W4fpNqrsGw+pi1c8y8UPXp8O+Y+e6dF75JgE+NPkvcC01CI8ns3fi7J0CFXi0DlDHKc1LNqG94e2kNViPmuKyO6kS++obC6HdZQZp7x6gBrt+vE2SmdQJnFXWjHCs6UNcNb5824nHPajA1s7JCaFJYt44Kg5lEfF9ZrubBwWqgbnDJVMR05V7mZrVPA/qVaUapZTWScMe6jlLJ3GsXml3GymsyUYvVlL/XdMjRrF0qD+5cyV9DDokKUwr3Emtut6xrylp2K2y13pIRUz3BzqVAdeynutHI7aV1AkC9rmhHndWQdKvRyZQGdjFBLS/3fXLG6o50Mn6fdI7+bjO7dPQqTzOEHFlPpTu/SnVZiZLWNjz5NbNLmdo47imBXkNxQFUSXFYct7aKyK3ZZayIWtw9jdqahdFJSw1DM0otrdGEt9eQRaLCSHo9KS+ttX/2GddzqR6bra7KjcYqrKxOp3YbraXkbmBdKqZTy6q53fNtJJnd627PN4mWWsoD5OwgvoaiTMPb98Ts7q+LYVUNGSRKDNJrueyq4e27w7WAN2vJ24F0LI2oIWtvPGwUANndklAjvVqySI1rl+I9aXYrfElvNXOpJVU8eGMduaPUFk3zZTOjupWgkWTKQnss+dZScCfRtVzPUVpjNxkrHV4N4U73viC7biuxm1XYJfa5+oFlWllRCEOZ+unzashZpnX+KM7qqJZJUNPI7Y8CgscoRB2VGnG9yOJ9u25Yb3z8HgPWq/KIbQcSRrkqWgXviwwDH0p1+y41OplywcRJyfrxSOmgkVlBHep695QN2stDO20ga8jYUWEYYKOTQu1esZ6KGbu1dvcN2stEu8q7hojHTuqaIdvUlVd9izmj+63/TjZoX6y0o92h1Sz+aoh2MFEAi1rI9fA6WlXmy6h+OtN85apFLO7jSbDXD+50/ETWXrOe2vD2MvsFlJBKvVEmETvlTZZuUEquFYBqRexO7VLtl4SxV2ysl6vGTPksYaRaJ+mgfh/RXG1Rl0gc69G8qn4GkdxInYYn+F2rBqlUS9SpZ1aq4oohRiGmjiwnDPFZMiCKsQh1CXWs6LrUbR46qdOA3y3qrvNEr1IcIF18KMmnqUqEraalkdtX180xngjGod6gSHOM/IrMQ7aNAuH14e8N2ots/13T4he2fjIlp1MxzQSxvS70N2jfFaEFvsdJeEgyxEydgixNjUxQL8J7BDOxipNfP45S8QrdgTw1vQSsC9xrNGGD2TGDCBcQEelq9mCHKjjSKw1vP1JFr82GMgFX8SvE1Gd2Vb5HoRFiokmRXnEZvkH7Whge6WHM1GUiPub0NWHxXKIa0iBSTG2FaC5ZrWho0F6JhgFMYHYS664x1UTA1AXv/CSRfHB3cTMDwtVXqhI1O0NEg/aZ6ijvgkhXbF3kd8Ufq8slMxUlRu6cVCXelURT1cmDWtRnpmof7ymgLky9flu8yFwBRx6xCQEwVdFCNLy9Mv0nUc0kEgyuk9PK0LiCEMoyAvbkk0Sr/QoS36B9RQOWcVtGqdOMAR0R4Kd3KnsGAUZEMf5IUDMIVaO3QXulWoS8ETbvKWgqRdwaYmAyQ5qrjqZmdmlNG5bxiHiHSq+MrPfIExp30SnJrHAFRZi4aHWr1j1apA6vEi0iDIhcUFXVxtKapMGMIh2061pYxR1Vq/7tWVqxj/km8Q4WlAzyqssn5xsBvB0mBKJZon6GY+z5KKVfN2gvvQnmCVBTM+DxRHwy6puPVMFr6mWELOxBRisIeHgX7XuFSG3QXqHGUKQIbyd3rxxlGwlC36R2BmaRPCGL3/jKUSM0aD9qdefLTAE9+5vvvfJj6ZoF4d3EKj7INWHVWHsN1xCU36SHp0ABnUuzAZg6qc3gUcmAPSS175TjzYp9oBrefnjs7pADJQAO+ThnUzHEbC4NtTHQv3PkAepzxN8cpaAYDdoLqshDJKMk+Jp535BPEcEOqFdNcK/TZ/IQgKpmmsIQ0xEeZ+FrEzg4BeUxF4U7sZLC0jprdpAsqTXWZitCAH7Es9LSdlv7epkPFbUcbUCKwVKmslwrpbwiWxmNJJOtjaqd02KmbmI7hJh4TjUEuJaCrrRqbtBeWtWvz5j+UKnHo9Qea+DXv1CVp5hVkqEpNDMUaSr1ZaoUMVVpsLLpIHNMR6jg7lVjkavrh3ASytUIlR+mskSZZUQ2aF9WK0e9J00gX3wZ0onSTkZ6ghxgHRPwVYLMtHJi8JB2kRHoNiGWXaCQMQKo3I0omMYv/awZpZbSBEoYV0LtFDOKp8saDqrvoGlHDBHceVKRoFwKBKQoKQVOVXek6IK7RgCUs4fCE0FoVgjuDW8vB0So92nVRxzZAd2Juo78nNe0NSHcMVdDGFUjKLLX0IM+aooS0kd/hfuNNVGPXaKGtx+7xiU/yrYUyKGcBnrEc6gWhRiTCpawDkhEGUKdXBK/iYRQCrUzmeYBLyeXQoAd9NOha2XksAbtM015rIsE7ZAHCGmKu4l5LzBCyAMuZPV8wA29KmdgtbqmQLBP0kE0VmYbZpCnf6xOrsgnDdqLrM0t0uKkunBwMj7hgrHwG2NDVO2MotKsDmLmyij9FcDmdykmNjQC4ebosPhqGcLj594q6bJBeykVr2ZgKKKsDHgkLueEta+LuDKFAz3Ad0lBPISQEpk+BhcYlVoRyqT7ULYD6ZwmkI8WDoFRnUFHzDoOVDFNshtrgF4UgQxhjKLSwBsCJnJKoAn/cKnY/8bEjhGBihjpgTK0xgCaAwuwcFG9yAADQ1MTohfGp/x4lWc8sFgbDdoX6+QIdwAZ1DzwHBk0jZVT/ASaKQAh4BX+GU1CZUZ6MT3rDnDkjqFpZGFvJj1gj61KaCSZUloCQ1LkCxgA9YJrYeu4VmpqPGNnAGaS0Wl1ELOuvuQrBNoNP4wMK4SAo3r1uneO+axB+zFrO82L+nVBuxJT0vtTZZ2SY8AYIdFA2ql8INA5rcSj6rpyx4Q4H/eBChQhmdCoACk/KxISTEihhQFS9p2rAnwAAHr2iuqzdlJIK4GYUmrZpUfH2J8rWUmXDW8vqeIpqwDKAg41EFXgACNMUALKeMVIccTSaN0uY+HqMkaFrr1Ck0tJzW5Xmib23jWAwSmgLNAW9j2VaGK0U2iHPoO9AejHIWaae+d8jARgOQDxSz5JGHiUtqJjoagxH1m439w4aA3As1CcvsBZXQAXvK0uhJsT8EC99Ax1+6BU7ZC4dEe+lwCJZJp6GGL3MTyDBE8jsarQnhC5Q0GbV3avAVY7gcADoCDSCs/VfUkXfB1XiCTwF7sZuV+BH/kkkQ5SJ4Ug6Yp4DqiFbrEMI8xRkKqgvZHb2WolBAJAQCAnCRySIx4SUqKcJH4y90ugdSZLfn9gKcB7SveiaMtQiMlV0BxaiclAyv9n0injokF7GbWeoDcDkXkylJ5GBHf6IapQEHVoYrS+rARwGOZhq2AhmcYFSWnLL0OzLrX8NlhKAUUEQglSAcUb9bM0ZuVugnSYQxiwnuFHCd+nyjD3hrdXDiyKIEoxOIsHq0BNZSAjnY9EkiJI6xhFg2eGwvJ5LzFtVzeI9fQNVbSif8VQJ1eiDdpzVdPxI4kfRTBGNCUQxL+KBJNGMEKOHoS66QuU04WzikyKXgFpFtXToSeDpYZy1c6Bu10uGppIS2sATUO2GIu9OK0G4EUuiWlZ/sUB1mVpIQoAXaQZYm2H4vNLi3nMm43cfsza3iovsRyDty01yEuWNm2VxEEis9Ot63hQ2ujw8wtzTroc0GlOICz+IMRsl2iD9u3q63ixZWs9JSZIptt9hbeLXXCpDMM0AvpQgoNryPMV+SihkI3cXnBLF5gcmCIl5J2kgHXMt0ASlyYFTu5DFR+ZoSxbUh7PlsY89s2Gtx+7xvPnR8QKj4YUEw8M879cYkxwdThOAkcHc6cMjx5b0ozBvARVEhkltkVdsgZIhFQ6hMQpBfjaBHyODBAsDiFBNv6X+a2ZVlvD26d1UbEzzM8QJLHaHXP11ZF/N9QUCY0ME/pT/NHSIB5pb3gt7t6bYm3xfL6PNWjfovKOG5W8nJ9iJcRAuVGX7zC7KanmHkxAPCHHspQQ5musQXsJjZA/S+JG5uGFXeZ/r9yYHGXoXIMNxwNURs6DrnDqsLPZ0g7V8PbCq/pwCRIlEAIosRNAuYTfkrjobCWQcM6K8XtE8vNNFuxKugxquHMlq2smkZkLPG14O+uookFwLkyLzYa/+darKN0Q2gE9UbTT6AF0L0wEL5Zke9sxXTdjpQvUtGrKGWPjeX6eraMG7dnaqNw5mw7sisKvGLtXjsAVBFEBqct2qeTuZPBzIJzlwUxlPsaKlKe3seO2jAnkVbxNFRCML0VsWkxe3mvQPq2+Cp5RBKBKAy2KIesiQ6wgyQlJJBZwBO7wD9CP2XDyuIAjnMOrVGhLL6ofdCtKTQS+hPkKa9BeQLUfLImU3xEy4I7zrXewjPdOmHKJqFBJMqdU84068uerg7WLU0G8wo8f0xdeT9fCEKOU4nMuvfrU3xzhj+dS4QANMf+x54dZ+afANxpsrHjIZCuRBJAHz1GRjbJwLgSmaOO76n3gDd5QNVoDwzaMLpVM5fZ3IYVdb5jwvJe8C2aOegLpQjv7GR8lnCI5MnZjJ5PUWTlH1RZoKPnaE3AietLbP1kUbUwQheIMQ9rAclXcD1AuuQhmeKFMuXCW4HdJXngG6UTEFCCNHh9lp6UAi5ZoA29AAyLG+VylWvzuS4nIDsKUK02TnJ6Ck+BcyAKzUMhPqG8kmaQmyj4SOIopCfJjNquYLVAu7XgYGol0Zk3WTpEJAT1NTgU8uJabfDAbADlKD3id/ZG9Emnhv6FhXyY42cA6bGhLOEqNwTn7+h5X7IbS15C1DG3EMEe07uxo0L9DdIfxAksxHTGsKMYedDSv5qkBthbBIVAA1NA28inm7eUcPO4LeRLfLk4CATJypdGg/xqhAndIkHS1FK+41iOLbtlN+GunmIxCYPkG1SGUKJA7mWzyn1fsS3xLEUZ3kZmQ3M7c2njK4Sg/HNj4g58/+JCPdAt/Ifxr81wlwCMJSq1IG0lmY80eIoLwTEAjRoBqEAWGGBJJrsJkaWUVKBY8vT8XMXmw3RFgEH5MPBIY0umAP3REnFMuZ4/kE95j2sJSqd/GJW4I6Zgy5TMZWzAO0+J/C0w+1C30CUmZj9ihJB11gd/Zq/T2uhMybAjuooIB5459rcriWAxPfVjnUKpHF0Q9g0r+Si4sUxOqUQNECBqFrFJxJzYO/kK5whNpsUJpFZBKvhwuABLIGfmTCgVKop35AlNyIi/MkIC38QT/kAA4PFetIiiDXz0IKE5L18gQzx4kaSymNpP0ygsMfZEAtyLk+Bc5m3R9jyGxh9v48GDXStot4FMjv+h8iINyNLx9ZZUe/gHXsVHsJKSpM4tzpHQjQQEHzSfLPCVmHKWQg3A8fmX48QdAuZMvQK2AOM0B5AkDF/gTTXwEUBPdJB9r8TiFKcWIAlMeCz9FNCmYKt80QWaSudr6VL44wrKhmbHhdi+yYJQjAwimK2mz6sj7Daydkm8ACG3QvnVVF/QC8Qw2SsjgjAyUzaOYHr/7wA4DP8XAoQYOyVaM78qjIn6YOPIEKtjnmCuOIuVCGMA/clDGkYB4ovWjYiMQxaIJGYITmPIiiMeR56RVVDQ42BDB+HWi1LYk7OKZXsiVtEz4PEC6qCOONJCvqjTx9sEvEiQoEIS5J1Yve3HD25e0weFvQVugwJvwc6JKoCX3QQCZE86FreORSAqCwzhmATQyCybMpIBrXuGalzylsEBJQRBPGOEON1MyCR6+RdQzIs+JNpKraAby8BbkaYw1CDjssYdH8VN6N+Ypw8J3RN1e98uEJTEchRdgdCofmTRR4RGSA789jCa91gQNjQZyXdUe7BnQoFTpAjFChUF+KcYImnApEFQ4gdqDlxIF3E2dJPSp15OrXEe8IqIJ8CiDOfYkQAS3gU+QwHOARSEzSZ9HkzMA0lv5DCfSMaTXEn3C65EAJXg8D9BHIOjIGJtvc0cGdoGUxiTp9Mb6E2aO6pJJNzJ2Hwn6oDbjRph1qxbE0rG2Sg5EMtcG7etr92BP0Qzg2+RUbP+4VXiTuMG1AF26ARCElsJNQlFgzuMULzuRyCRAALoQxRhkyB/eE1KQHf4xyC31hC8wV8X0oYHE5pCgkjBCORCTHVLmcxSkKTWjbwB8KBLelJgLeFNZMJscQfUiEotdh01oQElkgG2UsxKRyGUYWHDWKS4T5TKSsJB7jjybKHvXAL7uwm6QEGAijSLMB2doyRhkBLxilryhRqrMmcCap2Ar0CAJpIFfwJJQhNKHaAV2mbiAHDcEwZIbc0yDTN2QRPYFicslG1inRMIpxyMVCP/ylKwc9iy6D7W4xEY8Eq+yV0mCW6dpbzgBvcgKpALJNh0zQb9OjQx6lNSIKoBMqgodyIblQo6IyWODdtbC0QOwrv4JvNAmcavISIvnBB4lAR7UQxlmSduxtZOQIoVoyh+QJDocgU5kitwLxKjUgX9KGrjA/1QWSNPGelN0QYmEJEgdY+EIdZ9gHntGxpp3wp98nXIFeTtTlR/VTfAIARxX8k0zmD9R0dBDkBm5NapHhyI/9JElfBuYPrYmlsIjog06QAa/J8hcdEZSV6p6m1HqfN0e7ZogYWZoiARSBBjAw4YSwDGCjOkAFTV/w8YUChkNwCH3UhTHB3Wx/ldSIEoFgwSFSpOjOUgFhCTIInNPM+CdacB9xlDpMD4QaDIZLK/gwJR8FN8LkAyVJpWAfJswx0WyQSBeVioeKHiQAkSRmSymmSnaqP9HMuyRyCyCqI74GBBgFMFXfc3CvC6LwjldMHHwfAo8iIT3QS6FLmQzTbY5O14NENSo/rT2FZrYjvwnLQNiCBBEIqxSKPB5+h67RfpEovKFTYHJEaBMSWgA2kWYgfiBBAFDcmDKIiRS0heFvEoXs/W8D4ECT3AfggNOeUnxHeKyBKi/1UnmF7HQoXCDXUrlhEgSDzfinDLx1Sn2oMQJSMKBi13VC6gCJAedoq55TA56flhcQlFk4FrD9sSY1kI9ofPhFuecJKT1HV83h4rXAJuUWCFicZK04xZU4zUySaJLhpVMQ+5RBGBPkh9CmHBPJrYIuRyBNDEsp4sdRNLHL07ZYZBHGpeP54NSr4jEBHphaKYi6IC5D50LLEVpN2BBnMERnY89FwnT2ypLiZ7Arqy6TCO3z9duxa/BcCm+AFQAIxCToCs32fjYs58QYoQ4AK5wR2wzEd6U9JmNnOdOOndEfrsIRfBgZh4H9i3JP/3lAxABEUnKCr4tfF7uRtDhQx+DhFAJJqzDWBeq6zAZjr/xMoHPvOLQjFKTmjjukYAimpaGlQ9UbDRsDHNp0qVJrLgJ6Xc+UGCh6AJIEBXShUiA+lP9YuYdEp7IWjMPeLGB9Dg+MgLPpRE8EZ7QlBxnEsVQQARwRGOhSaIEnmDAjMkufuZIPZ9ClEI0Kj5N7vrEu0pC4hi30cmgCkoJCZa2zhxNSimZjUhexr/caShwEQIS+DLREH8lBDGSJG9Bq4G+hHvCcplR+hYSoGJ0v4D0kKYavyIlYFrwvJioQVkdz8jgFYlypcrNjsqxgMhZFGQIcRt2M9BNSgZ8EfFZTRg0NLx9sX6PcSdpgjgvXi4L6v7MUwJN/UMTsnFVuy97e/6eABcvS3qSDhDNm0hD1OjyAmEl+JAOhci8nAZgSqEHB4aZh+pWnl8mQh/vaVwI4ss+VQbkb0jjHJGCTBUY07RgJQOtjhBPawY+EmkMSnn0It6XesKb0BiJxrRBe1yBlT7EfFRYMRgi51eAyFQqmfLdtaWgyAJsK8gzpgBC2B5ZH2ZgpOPwnP8JRuYlaWaz4B28qh7I0x1/mD4yiQM/HxlJJbkNYV1Y+2yG6ADQHqFelK7exlgavVCEdaQRQefJAuAOxRoiHfUFJVPD25NqLeHIFslkq84FaMkpAcBIbFk84A8/6MSsvIsZIrauip5JavGUL0BURlIzkAJs5WUmB+TR4kswj9Err/kOf4ArOfK8wIA0USSVoLBwxaIzOaBLUyTJaEDTh3iBhSLXh+UvJpYg0tDzpMg7QrzFMThLAeZObk85vwmVqYF5REmbEetsMVAJnJOzE5FsR9KNOwqf6wvB7iF/Kh0VWWUnwjkNXMj9BEB4qsQVAb7KR17HC9Jr1ue1xVMpxDRJIlL1MZKAM+ATS5RQRpZ+MYCJ42Wo8aGcwQoO+d5AklfVxbRxisEKKo2Tc41V2GINHvFOCm5imPlSZJG2V0/YWvgas9X4X50Q8cAtWk9gIAoLNqW8t4J4PmQHYYLoIFPo8FK9iDPBtsI7IjKWShT3yfLVy4qyFflsfxvJsTjMK345OZJMFhm/GYKTSKCMr1LBzk8b7HBg0IA7jM04OKW8HqeNa5aokdvj6ivlwPaSpgGUBExsHLYL2JMMRKkZkW899XCilmDzq5YWBh+TzWZFO0tiMyVJksdNxkAcAYGKg3TAP0X8R56MIZkDLcxMwC4wAYuVHobXCw8EsyJSik4q5FIyEjtGIBjkTG/KE/BryOqGjQs8QQRUkPoccZWeAjxLIYWTN6THNJKM1MWxf9h4aFaFXQKaV4I2OfBU8XTALD7lUZBAzMn7QrT0EiJF2phvzwfcgXUK/4FdElyQbRWYZazJVwQo7AoU46UPqKxwpVKTwyHAjrxprEDdDDJmIBlJptKzYe6I0YnoGNOicZSKV1AS2qgJE6cxJCZV4dNG1RSmT6HhlG+gFIzvNmuX0ho85gmxyUbFkXI40ccbscSA1sMtsCxy+ZT58bHAEe9mGDsBKsxXtSmT5csMzAEIx4HdhFhOH8kT6SAiseOpPERkRiNuAEP0DZU64sy8ybf3DgAiCA8s7kWGQjJ/mrWopYKqsCwolDIgf5EAxudSPNQdZ1SpYAeYDT+wsMQDpcDwluNb2BZAI8krENzw9r1bbacE0FYS2LrxP4Gs8CLBJnEXm05JZNppcShJrRramD+8YEMiIr8S+BOs4pL8GX9MnE+RAN7ABf/LqQKvdAfSEb+HE34A5A5fUY8kkeSm3NvrB4QJeSZ2NCBr5oJupUgk4UJjwgNAOK6JedjDCAVzOfM5bNcRh2CWjo3ZVena1CpRScM3yDH4eoN21sbRA5oHeQryBI7xKQDJ28KqwO1jez/CD/8VR0f78hSoVBK9+ipIN5AnUxlX3iJWpDtw2lIyZfoqwaTU6D7EBLMVhCMJgAh30g8LuoCKzLtbB+CZQCO9JvivaQGgIoBgfiiEv8gITvWgUIHJF4vB0oEMHMmPIcPAih1OkTCCWcQ7kwGCqZiRQFsxTq3SxB7CDvJRqkdeMUKDdlVPR/4lWNmiOFBsFWwpRCnAs214hiMeS4eIIYA75OG8p/gVAKLewa2YMbIwSvNGOYkpUDhBv0B7cx5GkmAWKgBQsT6beTENdgy8p3ilvJ7EXXIU7jl7P7mljkgAqJRvUkw6is3swXkDiCFUnBON6I+8S7BjBhWlwRVMHLEUD2cRlmyQf88EfBwMC5ZiKBIThHUvxHkK+VJEqUKyeKYqoZHbk5o46pHtyuYUXkb48S8+8DaJYSORafGCeCZceEfajnEIShwUoOUdeU9ela6g0sG1pEPhO35fugpwIOiiRhunvMRjyUnokuTZUSTLKWSY3obALiMQxIILiOVAu6xfkp4NbSG5L8g2Qsjs/IAwYxroSpFJE4Rw5o7boJkHeaRO5Cr+iTz2I5CmimYGAd15gI/gjxp2CO38XMTlZKdrQhk1wJYDpoBUNq4CGm6RofIKv0oMJxJEGmFUPFBSCe7FJ2xIsuGYh/NVdQ0MMDYDnwtb5EOCEIkDApTswQhF3UHECCZwk+hgNMRm7ghIRp3I1ewPhRzQApkBWLJAtAUTBLBcpAb5GSJLaEW4Bbxb0KAgNqd/hdEjeWbCdasipWQkFenQKh9AllfQKFHgmc2bV8gF1o7ybUK2UpuwZmfnIvF4i4MfqSNEbtC+WIFHuIOGQGvwH6EiR9WSAgQ1o5QAGC1NBPM5oUjqpCHxg3/itoAty17DSIrZx0hlHEYDzgAyPERWAgMFX7wDLBFNkjpTJrbBKRlZEM+HCPJdkTOJSdxakQ2JHP8w4cmeA2NFQJrQBrjB0hmRJulisgvc4akQwMTwTKQYSClg7+yK+CNUVwYya7D/TJeIo3J4A2oQWFDg2sZ6QykUe1eSpOr3DdpX1u8hH6C10RTgPNLwbGcBEU4U+Nk4ckehlbwJOBX8Eym4y/Yk11MQ4T02NgJQhqMMcVXfkLu4TbUGkpexm2KrkgnS5WsI5PaEO4kRnR+ZP97AZcZOBZEM8mkBNaLKRwARSDjFFnptJ8iQG0mBgIQnWDcnzyVpmihi9QXAqwKxSRoSOoSY+R/6ehR5Zf4BewDI5G2pDyzeUyvzOEBlJ5dqUWk3aJ+vvaNcAweALrCloEaYEVMqb4VbQpZYYhSKnyKHppCQFwEm9gCRajifSJwjPkVVNHx8hXbGJfBHnp6glwhgtyEUcGCQ6Owz0qfUfUERqMStFIoY55KBc4SJyJIt9CLou8Ai0AVQMiVkzy+ED6cDGGbyTzwpgQ1jmbSMOsHN2WPTEgkRa37AsG2pk/k4KJeAnS6tufk2CiDEIjI+KLhIi9hIMvN1d5xrYdUCSzQJm4VQRUAzCYeUL7u6Jlbjf3ymwEn4Cv/na+S+TEMSkF80uLzMlibHQ4/gGjce8KukAUGEvMxICHwYQ15uS7qkiDLJFO3UBcrgjx8nvMPckQ+AjbsW9Yk4E0xTTCH/5i9yxz1h4nHGkudWP3jbhjSkqM2+yRSpu2cRSa+IRiwovwegDVSqlxrenq22o52rBgDziz/OgITwOSKH/+RIanBBRAm4BXQxo8KBZwAe7uIF1ZzENf6kzWfLQsUIIlK+UGhXyCeKkY4AUCYt+TLgIskhB+GSCbxACU4hf/HjgRlMTNIjNpAM4vEPA0NACy5e5BYpkrdTOiST9GrdCVCK9KXrzUQDZaiJ+As48wQVJTa96mY8JucXicNUZkzK8aueb/WrO5rH9a8SdBtSEqQ8w57ADgG+6W16tUnSY83gFhVDKAG+Zqpi2YqUqPw0YvLCwY96OxhnMzFMD5eG0Q49uLkPdF6p0HLGWOrLc2gc0k2yWq1gaGquPvJPaJOkjT23t30pXnw0xTSRBVyo5mADJf+YfHyfiAZzvLzBAShSUexWD2h33PPwrWe02tENX1BBd6eYmEyLpGnP7JuJ/ckJ8My2JySZL2HJXsX88EfmyNv4U0+QocTHtX71Dm3HxRPAfCo1qFyL+WXnZu7J941nCWzoUFIRxbvZILOpKpqcskAEIgqZvr2TnYzpTODRYDboLqtLaw9RfarxkRlEuMjRfWinMF5A9mAwjoc6Ys2Z7BUwt5dFh7NpHfSq3bmdSZ/7X+nGiem32mMrYPdDMexJ1NK8qBOOpWcAO+OgZfZY/170pDNBx74Yj/VTzFbgKz1qGQ9bAv75b2aIyHcRvfmWjAq1pw4eh3fdz0ZXvvbUtO5Uk9iO1jm3rZb/JEn0bqQHl36M+YfzT+56Hz7+RHpqEmOr4x/eQgIHCfT1ngXkVomsi8yZMCadDck10JKcZh/jnKCKn8mp3MG96W08V51o7s0NlxgWTTFKCNsyLmKPhLsPJI9OhYRtbjMFynFqoCW4IYkJFyBIHPciQ74JWCGOT9+G/Ap8rNvt/nxH1Ry904ruWpMxOAE+Upo7ao1b+ig03FEKYvMs8vyWEQ6gMbPaIxS62xoFnTZYqP9BO3ub5Z856P3Nv+WINB/lp/89nLulX3SDW9+N/MAnAbZz/uSJG/0weKINL1Pmbr00I/dJ//5yIESiJ+iT8y9e7Ir3P/xxjogaXe6CdszWgrkxGBZdFvOjBpxYPvgc70IL60wwOOYAhdfTgC+N6PuxfYh8BKHzosi3qr9OXyzmTO+0Tx4+zKaFCemuGw1HE9IKpI8xW4Fe6syIOygTCDW0rmaN0Q30J95Q191ONNS6HXTeaPw2EexmE195tRPa53Fmn0PScgNwdcAYSD9zT64zbDybOZ4+O+/13gng9Qv3Knr+5cud2l6bpyKbTdXPd7EcMB0wQeDasLFLIEBg6/TUFMENJT8V8Jxmeh4c1S9h2bhFyQHCDhyqUf+LWDKZtyRu8TVnnZ1ZMx3L0Dq65rjDG7OPEmG+BM5oDXRkdNo5sMuHMtQgJ2utduD12u2R791ZHe12fAoPnJbhSG8pnuZMilJzybXdeRZpw4HWCu88TW87L89O+vffTEYrKtLz+j+6zif/7n3/YRRFV1bbvL794pftJLWfy3GH/m22/YlG7t4yh9Bm4osYWL49lpEFP5/zDH1ZVYo2goN/2EtgTIQtTea+Aste2vNe+2lH8+/vp4KM4fpnhjY0+jTm4MZVgZFDIIHFEj5eoeOP0E+fQqA/6Whhz7m2H1YgbRnZO/D24TffTgUZ+9/Dnx5srXWLanefgW2P7m9nRqPLMtX07idn3W9+ZCGtU633/Fe7sPc68/bt0Q6MTMAIyZVbE/A8B+N0eyRbmoH7ZCbdllb43E0qF0Qgwq4lc4+KvjSePtXC9z1kp8bsmOlutc1h4E1Cy5m4EH0pU+ULDiQ4I8SQVrefRUMLo9WwH97p8x+E1Yltj3bv/3xP0uG/Gb/u2dmP+lPt/UigPkpE8tX5pU/sF59oP74D3vWWq3m7sPc6o31rfbvZRqPCyMy24DsbFj7UCQEonMTiWBj/twm6CbUMxQTob7Z5b/u41kXb0nq3VDafuIClabtWu99DNw3OzsbRyKPyOG8IPFpSWxisG5Oo6w2wSLIVWvaU925K6KMXm2LMPY/e/DWwzfDVBTRK7V981Lu1T+6u9dMv/6k9+Ns/3mF8nTOED+/DT15i7KH5Y9e6urG72/K79+9zZlXBaFuiXXc62hAfTytsY7sb2BxHpu9DCAfKOVO2fUBnwYwB4a7Zh+Tuxvm5pQ2uAuPc9Z9GQ8Nu2YE5Gvr6iR2Gg8lUvMlZBOAdRbYsz5uMTqwhvnB2a3RAtF/+59j+6mLwr8F7++LZ6EPHvbuNXvzy6eibbaAuZSPeP335APY+0treD97plsqZnw/agZFoFNgu9HSQck0s+8bQlGNTpXzNiZTZaDJNSMUOtTSzj4q70p+eh8H4xju5OHVhlOe3Opzq8kPHsiYTsPUdcgoizjtg0BFMHGfg2ZhfDzGJkC+lrXh7NB5++PP9q3/7/CJwu8Zp0G85NzfWR7/sfvPD+/xcfUpY+PCh84U2JHvvGpf9i+3g/nNBu4EWtbyJ3daGHp0Jt4yAWwOSse8e8C4Xz9I41MYvetHuaa180zpv98duv9d9DmFVG43bLVn9ZTnRZLzzfC66OcCOEWvkT6zRRLftttUa5iN/C7RHvW9uL374/vV/PMOCy/Ht+3HbubmOXv2z/+aHQW4BZq5m/Ovbzz4P+hq+0xcftpRmfiZoB/OyHBjA4RPu0YyB9jaQuWUSeq42t7vEOkU0GyasgB2lsd/u/Y2xrfOoZ59iuvQpNJD3Pa2lTWi/ZxoDTEfmg+eyPKIA3tiiqBX4PtYUQE9lOraXQ6uDtPKjffiXb05+Yfef/hrqwuHlT29a3Zsb5/OX2jeX06mvZcRtuDe5bX/WwUSb79t377eSZn4eaAeyHWgKLTD4CVTlMp2KiUcZm26o2g2PuYksjI1gKocluTCQ5sC1yGCdjwZPn/gjiAHa4FY70TzI6Z4ejnYRA2YIw5jF9APH8gLt5KQ/bBm6G9Bv+MaQG+3D31/+yy/7188/tTXv8o/fDy56d8ar3xr/c5lf/7OcGP/qwycXPU/zJ2fWZf+Jk3uw+ujRjqEsDKM0FzIH0Bj62NOJPjzwEce8UhEBi8bJ2WnuhLzA4vMgJmfGRud0NL7oRoEDTtwftO3eSNcmWN07KSITdHYb42wtGGmO08O6mY42zpFuTrRHva8//O51MD7DLNjw93+FldEg+vR39nd/yz8eXl1Lk/fGr8MH2LVFz97/5J7lhXud0Z5nLpXml5jqdx0oxcOWN4HVPPcftmFDVZQaJTCgSTbQd6DF16Hew/LaYoLR7mK28WlX88G9vHuzNQqHtIWexLZre+cCywfs13Y2HvbMp+Zt2DHO7etiWICmeT/+afAvr/UR9PnR5bcf2tqddfFl+Beqy4sI3hv/Vfe7YTS60s2vwz0MxYog5ihp5NNAOpjid1qGNwxguYg1U9h+2MU2fjmYWN5CRFj8Bc4OexuMBvTIzT/TszYH6/npw512jilTdNneTcu8HXo2PAXuI67PZxjCiJi1Ekw6kGYcq+Xg47ch5OLt5Ob/9EtbcyAvvvk6sHrD7m/Pb//6oThBr3f72YvJELXR1b/vn+WTZurM2/Og3YAGA1KL7Y0MB61qQFjFt3tSFF+PgQFbTizihYtiLO/FhoDOTmrBOZBZz9sfevbFExo0aL2BOb4PMfYIsTXzXMS9LmFxgO+SGwZ+0Inudce2Ng4I8qB9+Psf2r/7lagHh3/5rvPQb33+mfbfPxXE2FWJ/Q9+92Loa0O//fBDPmnmkaMdIy8PWsZWOKTkSy0G/Wame1DuBZTsy2TqkNxpEIx1X6azP3u3nrvXg5MXYvzk9yJrOIwwl+QX3E0x3EDvoc8rdNWWO5zYrU6wAZM50D78/btP/p/nlKYhvX9/djO++Ni+zJjKZKtu93O/N/z843sPjlfa+k+5dDOPG+2GEwR2pLnmUDc8LviyIBQcxqqFppWcWeWCR8zdzBj97dCgxvP29egCc6gIgx5t0x0Du8gWDnamH1kuLMu4ZuJ0OGrZm1Qzm9E+/P2H3/1zm2Af/uWP3qRvfn42+cf9AWj3bzq/0gahGBI85NDNPGq0U4zBAjYHmlloSrDkEDoTzp8eJDBZupWCYzSYEO/J3fVu98Po4jQYjmy/H5pjbwLTdYyzD0I57Py56ZU9CXXX7Omtjr1WmtmIdoL9s8m7a0x2/uHSjsbtz6x37+NVBQUXwL+evHoZ9aOR9vTDT62NupnHjHYDcycwWKdXSgjrmIHE5PjGMdjuzYH+BO8NWAUizkZcWJ7tnJZ+8uQOmsfwQ9/yb1vG/TBoR4ckHdPKbSpoxzDCedBtN1qnidyA9qj3h7t/e+3/8Yf2+U9/CKxh/9PfPPx929WA+Wuu997453bP92Hxs9lu5hGjHWuqYb5ut2Mn2jTDOxRzTBpHDGbA4sHk4VBhZ7jr3c4HCyJ7ZHaCiT2ZDG0Na+2STA5yhAQGnVULDldOB4NWe53ifQPaL/+3+x/P9dD5xcl3350GN9anH//4j8MwdlUR4f3o5UcwWh471tXDBruZR4x2G2J0aLd1z4NM7WPlBgweD4KUaaLg69BC0hetaUxMe1e4O89HradQaOjeQ+gO+9CaYtZzmstBzgK/0wlHUFeF7mTittcIM+vR7n//5F9PYNnQefv/fTgD/C6Cq58OTHvvbfhxLM3cWWutgB8v2o0OppBgrDWGKE2evrDQ9CCgoTc28fATWTAy3I0fW89c98Tw+uZgYIXDCfU8hcydbijwZNTyfNiKDY3WsNW2VpqyrEV7FD59ZfV+7IZv/suy74Pnbvh+m3VRG0hc8Th8uDbB0iDNhP9orxPeHy3aDdcMPCeEn2AoBrmnU55FeCtqc6vbGAVzIOxjubdJG4Wtg/H8BDuSeB/Cnn8WPYyxcfJhtEgLhEUwqcTS6PbQMYeOG44WIqgba9EejDt6/0+W+19/dS1IMe37q0NKMSmFofTNcNyxf1gH90eLdscJR7B6xKwP5nsw1bmrVJFWaP4TaiEBc92YwIg+/2txTL17FsDF0xhyNJi7Z2Nt/qEFsIRG5hNNjM7EDAZua5XefR3avf5Z1L97rf352hkMn30c/rCDd6aEml2Ow/VwrzPaZZZxRZ1gjIg2A4OFQgbqtUItBVZkOb0NdSc8e/sB3M6so3H6Qvasc4GZ3sGD32u74QBfM9kZ7AAAN/FJREFUJ9M+GtpJhuEM78d9w7jTLtaKwFmS0/PoytPe/v3Z7e9vzr3gk8/vf1rlRyB9o8gT66kdXWvtr98cizsUSfzGtNYgCZNJfoSpGY4aYb+yzbrNjdlujgBzd3xWsOLV3N4cxzib3NrQBj60o2vqAQPl8mtzpkXFcJ+Ek9HIDq61C/ib2S5c/k9Xa/3i6ut2+33w4uX7d6uEoe1SzRs7aP2TC7h3/vQo4b7GBhJaDCyrN30sU8Jsz26DxbyVvCxe6Mu0OcwJtg2WeYOVs17vifcQOCfBYNv3940fPZhQnQb9SahdPPG2Wxw1/PaZq52/+bqt3bY+bn93dWQeG73t2aPo+uLsz9arfauheu+vtgrjfmQT+pDlBP6hJk/XVgikJzpi5qzW2njzD60nPe1ZeD3omjAA8X3nKGO8GSJgdgKTIh8eCYInXX3JNNNKuX34++g39vAvf2lr1+4Xg9ubI4MdpZhMTg1/MLkYnC9fr/oo5XasxIMrDQuW1YAaQHf8aqfPLuxiQpdia+StGZTJhXURjs8m76OLyQ1M2MIAzkqPHwKzi5GH7Q761vlHaz6gc5RF33z4sg1L34l/3fq8dXNbRq1r3oWLtbvaf22wbJsjvQ6Xq3g7fGfhY2xhaR7cl3IbtFICNDNwey0O93Lnr5+bvafW++BkOKYTgF30l7nzWh0RCwJcLFI3wiHt3ReW1a3g7dGb73/9yej3V8+wxuo33jfHFdnTwvjep26/b0aDp8vQ8Rh5O7ZthZLd8DzDxGRJaQGyOwSZFhf35w0d6+aJ9i5y7+Ddydx6jJg3l43xwqF3giVYbnTVCwxMjOYKl3/61Wv/66tnN8Hp76zvSwI7HM0MvjyJbq2fLkticrnqapdIy3ov0uHmI5HTwn5NjmlijXF5gT4i4T44tysx42nftD9E5/giwKnpw/EH12lV+Z6DrVhcf9g6axtzsvty3u79wflX483fL67Gr383/q8i1p6mxGx30r85HfmTT3+0lkyqPj7eTreecITFzVeD0aBExKDPcbHUGGs/87WXfoI9Nj6E5zrWKGmjm+2Gt/myyB3Lmzh6MDL9+8A6y+NON/qx96X15g+d4ejlV3/7zxLBjvUjN6f66O/O30oZ8+Su4K0jLgcR3FxgpTJMBu3jTiktI9/XsWLVMMwVX6HZV4zuWb87ClpwAeCbc/x0NuYxriI4zQwmxuDax1Yfm0Pv779+efk15gjar/76fclDxLH1sT66Pil8rdTmWjhkjKVox059MBTAMktZOHfI7POkjT1++KmJ9+Na+4b10cUDzLL0sD/pFbWQe22G6x/6ww5cY9hOfyibO62PrHn//dFr/zuqHr96V/rcTnT7Cs4ORv7jUswsQzs2NaZrai7/38vp3YbWzfs4oAPtyLThVXdTOO2ONKPPjXvgXL7M0UZMaNjHVmRYvXfjY9voDeRHl+YvtB/102v31zc/lD889C6/7Gpv74NHNVJdgna9Bd9dWJwHRwNYc70JYMd4zv3L4Hl6Ca2zuVvYR+H0AR8BeEaa3JQp+CZ0wcsM1O6uf9M9f7lBP9S//7X75s/WpfZlqxIIu/wLnKjcdv/+mET3JQiy6ZYcW0HCdW8Odpq06yGPmIHHUgwLe8WsDfpZR3NuPc2xoxY8b1ciDGD+EI6t/hhbJawnKPpVu/cn52H0+uV3Jcvsis7oEjtlev94+j+VoGZ93eV9ugggu41l1xBisJ1PMc7j8pKyJh48ttDJ+wZZwD7VzAfIMd4EewfcrUnumI+o0IKR0U2wyf3ZqTv8kxNdd7/86+Ux6VuTVw+092+G79ZEqdmjBbRjv6wx95mByn0DMzpiScMIDg9gvLBAbYYG/eS5rQ2H2PQMRio9eCevRtChS4IJgffQfr7BgABWAy5GqN+WPkLNVlx0Zcs+Tdl79T1fwI8VjCILjt4Muo2pTIDk7tjY3WsNSSaMa8N7eBwL9JPZrfNKLUVIQQBzF/fD7pKpmixplz+dvddeDyshtE/pwh4kP5Y/Zp7Ss9fZAtq9Ee0e6Um9FEOwFYWJsFgQoIEH7VVBx7ZKEQxSsNTJ0SvD2RNqR0ZwF56tXdox/LZ7N3rZrZyYfGk9noHqAnwoLlBCxrKhpKkqcTQMeo3nhqzLg/3MGDzAJAUzUdFax0XLXz/w3UBzhkNr3dKO6JvQ6rc/K8p/b3HlGfa7lZKt9inZAtpp3gtdDOC+T7LFv4ttvfixWUKv5GU9s8P7h3sOrltuxUgngRM/ug+tJ6tF98ufnEvtF1EFh4Rvw5vHooVcRA/vYFVeVUZ5gmX5oZMZ9MXpjcyZftbV+iNsq6KHrt5bMLDNxCzpFJb6GEF3Tldl733XvR6+bFdx6jIaud9XkH+sqsl19xfQjj2Q6LK2egEGvPDysWJhR+dMgzWKB+eROp1uVzAELQ6h2yt8pEc/BqO+3v2pCjNiC5V32377SJj7AtrhvoVbIC0Uufwb2O7F5PB5CSXGmRXeYWMPrC1rw3tnBQNcaJpk7q+Wz3r1/ta61T71q6Jpn63A0fixMPd5tGOIamBn5yoy99CEkXu4lLlbLWraYdsTuq1BFWnXsIDJguSu2efLbH+j762+9/KXx15yPQvqlVfRG+eRMPd5tGMfMUCKizkqGLAXGUT3RdqsZ6YHJMEQ3jjdNEFfSrEMG9skiOSutZetY+q9d27t15XV9A21R8Lc59COzRvhZAActBRQrM+Ufq5hrrZImnHRub2EGw14SD3Re4vP1yd7jKchlpiYY1Mc5Z0siu7ef3du/Jd+dWdxrp4d2a3NgRplFu2wrKVHi0qCHZNLAf75i6JM+2T44MLUIYjs1n0lR9j4YHou5uz6mFi1Xyx4rng3HvS7T/+7uuZXvV704UAAPGqys2iXbdfhleKoJOTOLIQbJ4wrFnTuLe3eA0uHQUrHq9wsqiqdF46wFZkFN6xjz5mfUh3+gCHqaw48qhqi952yF1MVUjUzaOcmX4Z9JG+4O5APwwHf4szXTIDz6CGUptBPulF/5kmVLmA+DUGsPxy+9ecsCKJvfN17+VE19TFxFfYtvYLzXlu37wzasToP80rC4LdO6BgvcNM9bOkHBp8N7RYZOhcXVmBxXpawmfNwhNVUdjjqmh+MZzOyTO+tc2n/4qrSKu3og/uhigOimSrefJEFjmhiDrPl3GZCcsXAClVubTTD3A33+h4vY3mhE1VT+yhFg18e6rr6WnvUhx+xaXGjN25v+CL4ttpgGrRuKzmPMa3HPGdZtOuhhRFqYbu558l+yzhYFk6NewYrMB6/pX9zowXP24PiN3HdksDV0U1sA4AZA3/c0W5CLLJKw+Xbs1v7kx8qLLWTVG/sPoJxagbthqlPAm4nVuGAvfag38gu2YMHYnJFbD/dbpfq+GZDrXlQQuoeLPDF6s5NY0e3z//hvdAqLxUP7Otqf33SGl1zkgE3ZBjDKNUv2Bo61aOI86nw/JFh7lwbBKk9wB6rR97DYiO1cxFC0/FMfTjuwlhzak3du/L69ifVXx/0zruuvygzRTsGgCGmbqY35hqrGpfQjkYtOGNNg6wN0uCk1RpXmbWD3rBnaNiB8wb7hUx34Yy+j+6iGrB2zbPPj+8ZPG3lgk6m4IbLFhPrlar9uRKxRYdEMBvgKNKw4ISjygG7b9rctc4btuCFIKG097YNqb36rF3TBmaldaRJha49pmiX9RuAerXRjkWnljaazI5TxRzMjqrh+2ZlbYeRa2tYVRXdD3q3Kdov3b733K+81I5S3Vb927my5qcPpmjXLG1+3mYarTJnBtnj/GpssvbT7TZ8OX6BMEZ1TRP+IH3/SZq713t6a7/8Zv5blT6v0olVUYOSLepoinYatVce7nAHaVvW/MZj2BaqVUkj5WxDsJeeuoZutOEM1YmfvPP63ot6CMQTt/4a9wTtmJ+07bCaJlVZzMDDNZxTctlGJkQjw+lVW2oXaj/ch7ZpPjXHyZ5t0Qfng/3521ooO7zedGydqftanSZox/ZGsKitttDOio0iu4v51BloA/sWNkSrfL377ZcteKIPTybJ2rDegzvo2P+oPums275zW/kq3kBgjHYdEzawpc3osTe8V9ZjPYTL3Dm0c8lSxYeorC4j6g2w2Uk4irAjlAqX3SvvxftKW8gIoeIPdPJo0G5gdyPxYB03Q2UPNoapkT3LDLFkqVX6zgSba8x1no6wslYfPCQfVHjMu7K71V3EkZbpOTdbcDOzHOmTep3EFc/txMRfS9Wph0WY741l32DMoAr1mEdtJfipMvnj0Bv0Att8fvYsdivTu+x5L55XfFKMVXrFjxGdoNY8qHrH1u46tjucFYcrWbLAwvyXjXUdXHECbyD4BbfXBtWXwWC7OQyxuqoXPcNqSKncH6O+ftGvwRRljHP4L6kkKHITpZiibpg2PD/OjP1yJ3HkiDINppTrymqgFZjOOJGEj0zMFtmFHsZFhhOGY52O5hGi8KOee/H3WijbQW6o1UN5tKZNYrQH2B41URSsiV3+I12fRNweG4w95jP6OIT7ivIp20xBCLM1f8DZaktsIEd349GzXh3mUaVsI6y+2lzISsdQaMcYlQslahKwwgrEOvE2dVg53qr6PGpasTCQaXMptoTwSS86u0+u0jhVPYlua8FT1lWfoB0jP5hb1aLjRqrGXZg52KqnhnCHWt3lqAt1bz3RE9Dcju/1iroHWyBbbsSVv/xhHe7GaMfGb7UQZDS1X0EY+Nokdi/QMuzOrEayqvWupjPGRjwRHGGlZ/dlAv2qEp2hq15dM0N4eipo5z4vmKBMb1b5REnroDWZfde0k5qQ3qGsOElVAaNbd/KJXwONTAKHnl2jrpkQPXMUiNPvIyxp6xCUJY9lOEnfhGMNfVgP2Tee7+V+VpQaQ72PTerrQbpAw+rWASHraFSgMRxsCFwLuR2LZ1GcCIsKp6UaVnyJ3pRSnlnt2zDgmmv/6Ui7ejP7sNJXhlWJPWj3qCOCBpsAY5FEBj57pHfwV0WSwXBJN9QEajg2aiK2azKsNjRnNDTp6PdyeG9/XAsWEzdqqH/4ph4jpFUoFLTDIsyvgVmVlEGcaIQ+JghaYiRu6GZF9jBeVcXxfd0YUGSPhg8etqfHmR9pnY9qwmOkDKPhVzX3bK1q24bL9npwGeXiFyrTMBrJmMk1Tiq+IDVBu9rWMhp5+gMcEsNPfjd8OarRIFWL3l5Z9d5wjGiP4FYjqIfYPrVcg1GPoH0UGvX4LJmBTN8Z2tiK7sDlR9ejkXlXo0EqgPK2E9RoaiNmM5kD0W5bkNrr8UlNd3+n/EgRHvsAwJ9SpkCVPfVM0T1ilB1YI4xSw64eeVXZnz5nrUWXrX/Uqn/OlUuAYhkQY5Qie+5x1S6xwIokwRGIrpnklWaL3sOqRuYyepRPMw0fImyeSgGmi/FG9RdyzBZleOnWjeRsAahlh2Nf7PFSi9H21N1NpMUew+BbMZ2wyZasaue64u38HE0cdNTbn07cL8KaMXftrT116le1Gt5MD9ki3M1hE4Ba8PZMlwxFDA7GuuXVgnQ3mYiMDNdDtd+2B0ZwtbmFqhUjurypFkFbUYNqN2yIYtxtqVYhQADBMCp06mEBOUqUXhHOKMlE91oNzay8Oi/FJm/HNnX1MAmbdkdwc+xagGtYWtXjq5Tu9WfoEXooKIcQWY9+Oq32up8J2q3IsGoh+6a1zaUc0kNhaVX9ZUsp2Tyh6QN5uvMc6z3rpG6fKUU9L4j2yIeRjEjBtSmDjKkpe3lQz9Sro3J2gIPtyZVmfZT4DKtNxdebUEF7FJj1WMuxWNceFi4t3q3DHVgsPz9h9TfhaDUQV7ef3e7iaJkXkFHH9Fr1sFVeUtirt40ks6RaDneLaNexFj4dRB0uq4OkbOh+fVZ2ztQARqmDb+s8MTlTmnpcCF/EIuy6Vju2Mq7ZKDXBBfa7rLU2LylHnY4iyQTRJLuVUY3o14dY11GLyaWFSvUxBV8PW+UF0mt7Q9DuVHf76w0VCxFMrWbaEK+ijx+Ba8WK1uxyskSSIeRpGFbDYDh107dnK7nOFlbZctTlXIAOYutmOBDXr9ny6mElUxc8PG46RZLxA8OqmZlM3CrY9lJ5mKlhKzVmA0dvNKIdnnKxnfrRsy4iw46ley0uaa5huBxpH31UQ7prTLJIMnChX1OxHQZtta18rMJuwnFrgKNUWg3UtOohyWj0zVLHcN733teR7hrTLAKMpUdhPSUZ1HxN1e2adt6YhB274xDkAaR27Lp07KyLyG+s2eJdsYi0mjQefQ0I2j09qsFOqcvaYuIHXl0/S7cwCWsmU5e16sHuEe1c/4P1egfL44AJ25hcCjvTndQPmFXhSd/CNunlReHJNgmurgGOUkOsddNruEQSpPscXQ/iXTpWl7KyT95WlrJHSZjoZLCUpmYLgJK2wPbd2Bu4rloZLL1KCtIcj1EDkGTCYG633WPkW1QehlVb0bcmHvOLaqkqpCNyu81FqckedVWgKj8NJx1MwNdy4dV5F8uw67JJRP4GqXRMQTt28uQCpkoTupy4YDxCT8XCiPqF84iuk1qEfBOOVANE+wTfVD2aOp07UtZFZBP6J9j2PRzXTaGEsbVhdkH1uHbewopotrLSINohCOh6TU1+PQphkdoUu6w63C1f9yUF93qqwnYrcflvEe3RxKeHE57WLkza53DQUkf7Kt0cNcr2I+NN0A4tHnSQNfEwN1dBUb+eNg+YRzWp/m3CEWtAGLrtcAOsWqI9CoO6Gsq8rOPY+ojQPEBWSnzxI2itazlMDW6iuo1Qk1as7URBUoD6HQXtcPcvW9XBjXvdQjQMH7b0A2lUQNfKgYZh1lUGqxtIUnoF35Ep7mSwQ0d6f+PJFlE3prVXBEt9k/LPMJlqX769Mt33ZVoMuOfByb7pNO9vVQMK7ZraST3c4uN6BDVIvg5lKtehem4nxd4RjFM2fSS5kEN/dvu0rlLYVhirTmSF9tAyDTD20KvSSDXnl8awRbURehUQUJJ2hZCSI7w4G53niNZEKawGFBMK4F5Zg7WMXiXJPaeT7eEk7qIV2rs+32yX/cXkJN/3q7Dm/pknpNCO/YFDXW/bmKephg54kySQabXwIRbZ/S1eyrxf8KnTzZ/gi9NGcs9fWwXEjBESYV8XD3CJ9GrIMlu56fPVcCMfQy2gztYm4XNX95zBhuTeMPeclVVEtATtEfba9TzLMo4w+iyC7mwaoeYKZvQqrGHaar+2z8+sTxXp1fikZmv1MZ4nX/9AM23Tdh3XyDfCqlRdRKbA3Tirjdew+NvV/vL+mcC99VVtSK9Uy29JTKo80OEfzwtDx/CsrcSILfM7THQIYjJfY9dl54Lup6oiuubfPhrC90DgPqvzrruHadXiU03RjjkaWEJqdhAYEN6Lz+iQKUbYu57p+x2rJutr3S9Ufegntz889aAQG760Hw5ZRU3arIEU7VpkGiE1kDAjAJuvXTAcKJS8E70e3P3p67iCzWcP1x+3+1r48LqB+8FBN0W7Fhrg6qGJfeBtMRg368XibWxeH/rnopmxq+6Pvvt50rL2xcP1ueWF/uA3YcPdk1o50DGDdg0qd4tAx4a7FAx0M8Ji1doINe6J7Udh2IJAButlS3NFlD9Qte2b7NlnaQr2RfSj+8WD74VfjdReHXoNR05pcSp9kkU7tO0GpBhT8+EWEogxTbNGzjd804IQ5hvtCVam4EN1HkTVRc2nH09RYX/U/ik6u4se/Is79lTN/c2tHKdRmrNiamAG7eLbmk5QIx1ufzUTrD2MrJpI8ZGnGbD99b0WDoYRjjy9s5Xyu5gKzZfKx9ltCvSzj6/77WH00JcBqxbcju0vgiPYruWj9RHFmkU7XClpBhYG6wa4O+xUdF7CurC6TDLbFIFlAe5h2Da9yAwj28AsfkUx8+RVlnC99ezGB9wn3tMRFQS+1vrtF4NmC7JsHRVyPo92wh3D1UCcQ4LHC5/XAh0mNNUPAXYYwRJbuMcRph54mBk2DbuCi7LaU7ldqtV+9j44wVB1hG7KG8FV2N/CBKH6TVMNChfQjrGqYemBYULFwcV7cDQThJoNt9E1GK8GuuuEjuN1LAi+WFs+9iPjDCtVKkf6yRdzzW+718anvdOz0atOn48m14NmsDpXR/tfLqId0DADjFaxXQfHqkC5gfEfxJlq2IttKLLht0InmnR1wB2rmmzHHE0wAKka3p/M8XZNO+nc3Hw+6AYPnxlj9R19/lXQsPcNzb3l4yVoB6x1wx6DH5ot5aoFTF4P4GGpcixysbABjB9GQTC2n0AbScvOlhbYoatBoK9SyOpkYrpOnt+NX7wZTm46nz+ISsbTgoa/F9toy9AO9R14IRgMsS4Ip0wDEb7YrA+UWhS6fhT5esfmhqTwDBVZ1qBiYNdevFgsPWT34Ys7P+zbr4W9hw8DzXJhRNOEompgKdoV3PEIcNcTG+B6YB31AlMZDEw9v02VEpf1BzxWK3y0BO2a/ezq6qIzDh4GX3weiPSuhQ3Yi2y45WgHzLFsTyQXXbOtwNExdq0P3DWtHYbBuKWbjow7qrcZ7FK0a/YL5+2Tlw/e5PbTX1q9ZoapSKBLWivQDgEGe8HTFQVWZ0MzQ+ZYJ7yHLvb3hl7JGtM6MtKdiokyy9GumU/a78efDjxv2P0iaLz/Hg3tmFuClyGLwrpuwlYM7JEW8HUJUWDbgRedtmS2JrLciplGrkC7pp8+v5r8S/jQv3l1+mPD3IuG2yrejnyogTTB1007gPc5+gCujSwDdh5alh+Z3Z7qoVUze1+Fdnh+eKFd/WLU87yLNxWdBy4agkdML1mptyxLH8s7LFMDbjBZwxV86yIvS6DMe9HY7mgjDYJ7G45yKsba11WM/frZu1+90q60c81+3qzRXldVWz9bu/o39F3s2mFoHjHfmkTk9LUJ4eDc0KyzoeZOKLTbmBGuR9A/HbfOfx+dfPFOe94b1YPmmlC5RpJBCaIAWNdhZKVPNKiv6+XiPcSMasvq+7AAZoAhgRwr8bNakgF5GC7ZT/pP2z8NuIFwE4qrgQ3CSQjeEvmOoRk0g4TsXqdPqz/UetaJWqCNUcjaz1hxNVpMSl37jftS497HTSiuBjagXYsg8Yaw/bU4k6o7dQJ7yxgaXuiqEhqnJxVTQq5vQ/2Tnn+hfKJanzXeN9ZXVu6nm9CuBTCBDDV/4kNxDQOaGjGbVjv0wmFLyWqRjfmDOoWO/+6cnoAxFdz9LQbaTSigBjaiHWvfdMy8m7Im2xOzyAKyPUYSI0MbtQLxTA8hrCe77x0j32LysF9PYtkreuOerR9eFZPjzyCVzdVouB6Gp5ZJGRLLs6s01lvfPvDPHbqdG0uZmoRaUKEVWGtHqapY3VNncC2nntO6rYtCaX2TlP10M2/nVqrQzGBulcbuOZ2ql10skGpbMHXwDDeekYx8tQFJ+ZTlpEC3/HitXvTmtlZjjpwFLCHaekUFsB35fcPWgoluuBPTikbVdCQ2dV6pxy7RWy3N83udQepOCU7QSqjf3bP03gTv4reHQ0s5Q9s9teZN1sB6tMNoIAhCy8MgCZZhkW9hEV81HEeT9vZUVwFsJ2FaIksLzKvMpNJJrdYCTf6c2TLnlXeZlK857l4DU2wsS4OKGCyBb3HmPZqYHvy1VGCLroTS9rPkbMUxmoTno/v04bBTPdPflLiFE+dfrr9Nb1590h6mF83JrjWw6usOSZ1Bae1wTu6OddlBGERY5VmToDtw8jcNftReVdxppMqcWdlNPobGv67nS5Uhu9KErKhDDEfpNkyGpV44wFSqZ0Zt+LzWwjoZy5z0r7Jz74M66dxH/5l1KPOm2wxU9+9IVqJkMekSTwti0wCb/BtTSXLAyNQMTKxknnDJW02Wp0rV2J27rOouqBNisDNQpnmHjSCTqY1dTy3HVa9SzwhpZUZKURc6MA+YDyxTrMSVcLNrfkd+r1Z2PbN1Uy+7nlnaq3oF3g4WzjmjyBP/vr7lmz5WcMCLEqAPrR132+Ni4AhzexG8EcHXRm1COKjvmn335V1t6rkuhFpwmQhH0DYchXp+CCBzF3gYgZla3wptHdvsQS8T+7UO/Y4xtqu2DGhdTYf9dp3UMDNF0S/gSb8JhdaAFXrcAJs78XJxGzwpYi4JfpOMyDGgfMEg1vEGycDUQk9I5PxCqThUYlbHqdFi2rlaOHcatM9Vyb6XkNu58wy06LqPbWji/VIhm0+3Y1S7kSIjo4XtXuABuEahRhrHGtVqbUmF62qwa0rvWHlK/k6pPOI2b4sB6/TghKtGYjv67Myoe7FIzZ2fVQ3AMyjQHUBEidkgl+OJ2gUuNZT6JV1AE43hIb1WrB2+crOtaZiNbJCtj5/duQVVDPeODEwf7s5DyO0+TkOM7cTjP+uDThVVvWBlqmlG3AGjEkF1xnWkBLet7FCvTgNsmDB1lXe8dQVsnm1VA5bvY0k+xXUw+ZiZ41r8DwbYZ4wc36cu0tJ9DFm9SYVkg+zE0WKhZcOCp0F2VqY6LhOyVC2QHvnw1wqT08af9ULV7HkDe7eARcoEErafwQkwb2DJssyYQt8OszADGnhdd0c6NmRiblUUhQHtRNUYDqQXYFsXePf7uFdN2SXzWfImWPSrOq5/KXJi0IMPyPb/+jFrObBnMzevSw1YpmnJnou4CjGrlNgFZPgmvLJAX6Pb4qlCj4x4MVD5FRhNgsQt0pgeQBSEoowpuKN6bUKqYXuZciV3yzjadyP/VmV8d6t1R2o0FI6mveAcrs4ylNkncfTMveZ02xqALwEvtnTkq8vAABV8pMXeBmz4iuYWNZUIvQGISSlZxsRbsxpI4/ShIk7DvnsTZtYJLJPPn2StNyHEv+4vK2Ba+uYkTw0YEZQwixHnpBU4HmAsOM3Fwo7K1DoG1FOwp2XImMZAJpspWzDevAw3TeegJ95wvKQa05kNiIvW7JB6FCzz+H5QGh9h4tC0J5ZgZhjS1hHTTDbNCKSw2KEOiMG6fQOsCNpKqCc5TJ3BUHm1YskgGvnbfgApxdHM4YlmDtQQEK7wzI43wzbh+bc8YmdzboexrXV3MLG6vTPDfv+J1rpUXqwh2bgvez9m34juO9nL5nynGrAchwAnfHXPM+2xDPawXF+lRo5uRRTtRwE2DMZotkJ2Ye4FDNnQH/HRGQyckzuTqlGvHytIRXyf+/x7VVm99MWXva4mi02ttz+dv/ybGK8NfoxnB0Yswtwg9fajrC5VtU7zu2UNWB5nT9XgFIp1NYqbCrdAEp1qjBHJwD7BiuE7E3XcMqvCo49uIA2owWkQjnoywJ6O5SDkBP3MsI/Zw8BtiexTOGGbE7wcQeGiBqcT7/oNt3TT/pq+huqd/PSB96Zh4ltLZJ/p8+askBowTqyW6+pay47XuWE/+EISPnwi5sus5IIV5Fv6scy+fXhqZ3Jw/9fJzDU+sXWp9Tm6q3Q5q7RYRhn0kk7LgSmNizGhiY06MOe0LF4F74WZSRzrtEU1x4qVicuJL5GZjhf3oZmH/3Kam7traiBH60faBJsYWZ6BLQtsOkHVKyIOrCmWepTVNnU6/SHmzmKhfuOrZUdYNDUNGlfuezdKDrRDdAeTgxIS0n3gYPCXKHH2zvyYCfSGnHbK4v+YuReQ1yL+C0j0Z5ZELrSzTkLb1nT42zJ93Raz4DpUVDIzTPqrMTzNXWvc2rgJBddAjukW6DEoqMPxgEfuCH2fWxfohKKUnKmykvbB5JrfrYLnNpLLVhWWJ3IOtMNoCcpHmAJjkSrQDtMxsJ0t2y4PKZvjbB5Sz6fRmc62xjDHUvIyaLczn5l5Ipde6y/GqZ5Xr5B34qXE1uVmDgBFmmtYZsfRQqxKNXTsMj2BQFNGAbfGaWhcpAXUFclhWMqkZDJdl7vaPOu3qQIUvnyaUEQN5EFtRHYYgaPD/hHbFoSYbpKNaYrI/8Bp+G09USPGBmSGU4oPpe2/J8ML4yGuHVltgIm0s0a42Q8vudAe2Gao09EGBnvAPdYvZWwP98v/wG+H4y6nCeJgtC1fN6Yzxcn9Sh7920+fTU3H7FfuwHQatO/XVPkm6Iy24cMqDOK67+jjkFL89swqH6GUPCxYHsM2M98LG2JZF/ZILSrXT9xoeECPRJh4g6cGWJ6NC7Kib//29OpaTCGslxcv/vLHDSVtHm+sgXxohwEq3CzZOnBuBfA/A29LB+LuRiuAap9LqCxKHBgXE/S8hukaN4DaOhjtMzs0dQw6/Ik7nrM+2Tq1NS9YH0d9rC4Bje0R6sjEWi/ExkIw/FChtebVFY/sF1+c+C6s9fTR3YsPXxfT/Vfk9bO4nVPfHtECGFsXBTp2xLZ0fGFzdpNtKpHmjFgMjiGCbk1C+LgJsbsvViURMrBKQ1/bJrUkbtgfmtiwA+kE4TP7MCtRdFpLt6NbwzF8597S26GvP3Ef6Dre1saa3RruNEXh/fDOsV6aWN008bQuHBY2Yb8ayIl2UTkSdwI4rmXdCXlraYU3Ph/LX21zYngYBkPCxm6tAfpVBKwjZ/DI3TLF7EBsSjtO1RxrKdn6YedifGs89eyTMfbxO/HuO3bYCW6HFPg4SgiwyGo30rE9Ryx73cU77GxNW94XdNc4f6I6Vt5XahcvN9qnJYvsoRGCte/WftN05s/kmz/WPLDJCE7JZHm4ZkYeMANmj32hIcrsKT9NLLBZIG8HgWie2plrWxtG4YdoGA1crIOhAH9iwxbZa02UOEMxRgzxZ97a6uL2qwM6ytNd54Xxue3YWBJ+y5ECUK9CaI6d7HLZrWiuXOQd0A4OTFPrwn39egC5AT/x5gBrRgTrDuQX7GVNN/LcjduAVmi816rYSG91HGs8kAXlBbbFfS9yIOaZcHA/NoKO1zNa0QDbPXit1ngIh8nYvso0BmFrvHs3C/XzmXVYxVGvu88uXjrWZfBWRCXrtYWNCPkxJO7vH16cTYx3/uNA/C7iN1QmMvIqmrnrOlABDwdw0qTa0oSrD0DdiQIwds0k7LEPzh6++eA39x6+oKKiVe6g3JmYkWmMY9oxlRV21MTWWGt5IN8xx4Y9MHY2f9F/1/1/dxjobuwUuvviX9zww61290EtfYFEg7EC30t2ObMvbPf2/d1D/ccNO6GdCg7Rm0hdYkpetg7eWLFrI+Dzj/lxb5Z1y5jS6KCaJzQ0hjsnGGGSP+76YTm5uPYjuz2Jtx4zOoE+2p3fxgXSDVDuRqPV1kOGPdGpbILDYRPGpGsrYtXDV7/7ww+rnu18X+9+9tqdfP/DYGVHsk/u3NB4pnUm7of3O+dTkRfzzC7NkwoxWncCx0n6Ooas+7J5COZw0IfdKufzwnVkOnCv7cG4PkCHQD/DPSwF36WfYkvATnjxpB0OY4JDuodiSA0M5GqrH8PRI1vzMA2x8jWrPY6gScQsNHpESxVhZeQVD/qtj98uq54V0XPdbn/1u4/87/7rxzU9vv3xjRf4D72B3hrV3nnZLnI7DdyxQVMCduBxdTvnqnTdwHIocO/lyejwtD0CojT4PgLmwRnhXR40LI+9PsOo9wIjSWybpt6e2ozvog5nVjAYgntYbR3UGe2k7w+MTl8kQI/bt20fon+8fFEsc9df/urFu29jAWYlQS9/4AqwaDisPWffcuVaUiPcm8Y0fBuNN9duO0EQSmkDrmFWoVc3vCDE0wiWVTDAhJdhztXs2MO8u/aDbftdyx/PWBCs/JInZV51NIKWOdgom9AtiRF0H1DGKNyxZ/X++uLdzmQuIb/95S+1//42s5hxSRzcsvb47C1Psby7u0gyaDEbcKMUTREgI1IkbrG3LI9t+avHjXrLgAtKjIzxAQDERffJ2dxd4W7rD97YdHszjufwvWjvhiQdX4q5Lr9YeuMUIz6sAAuxlHp3ue+h6yZ2YotZbH2n/e+fXf/xu42Ftj7rF5jp1lQW+8JuaOc3QY+gPDFpFUkNYRzgOHUVi06izB91Wzfh0HH+NmRzR27a7jgwfMvGjBM2axVJRqdXm53EAeQSPgs8y+xBK05Kp4s7oAxaQsQiWZk7sIpxtanlVubJ3Cnkda+lW3CkYUuXnXuc99L7dSjIszHi3TPor/7t/Os/57AaCqxx73xZ8+xJQCmv74h2MPbAcAPdsSIYR0LfFmMcrCtFfr7yGDY2Yl3aeEaHYq7e9seApAPXB+DoBlQ3nKbBTBT3AdwlhNET3YQtpHPim7YVtlN39NCWbJWe3rLhVkpcwWx8z8dEguaYLWzZhlpz23Mflo3vqwhe+NXpxUfO2W9eK9V4zteWRNNf/4f7f/+xtNrnYw+toVuQmdt80ke/3mmUCiphwxIOgDvMfPIqwQkcS1vY52CrYoyXgx0fDNsIfMukfA0jMTiYNzE49u3I5OSQsbgIL1+uUS9sGRPN9UZYVI50ErEUqv7tvHFhqG75c+6ZVpEQwlzGHp4/6b+H64Bu5367GkpSjd74X54butf9y8yYI3mc/6i//O3t3y7zEeF3o7vH4mB4V7TLdqqc6+d2q7BjwTyo0oGHnplyy83Vbziat4rDmBPb8YfcsdK0Pb8VJ2YC8ugI3CFkxyFxBDOxqDWBR0BuCtDTsE+mGjdupwg3Td/dPDxNqoB9yrVg3IU6M/C5WlXoJP7yY/TTlWM9v30eTxcsj7T5bvvL5+//sHF4mqTziNw27SjJqJoAc4T1HzaZhGihO8mMD2QMYD+pq7VHC8qYlboYDYtITNvE8kzHgfEJ5rNa2CkngpvhyIY6KN0Xam0OSx9GcCcdTLCY3DAdyBXptwj9Flve27nEd7Ot69jVJGfQz7wJ3D6OrcnJk/EI+xPEZmo5X59GC73xzfDaehVZDjaa2C20//3Vj3/JDXbzF4PbzIqY3bKsyFt7oR1lkAVNEDTgQizD0gXrGwV4HZsJ0I3BqqCHFlbCQicO2wHfctmnfIe6SDyADnRH1p7mFtrnlqM7DoSyzGJtjro3Owgw3HMD80lpWptOopY1PNW4Ucik0w0HtrnfKqTxya+/+sVnJxcOamhT1gvP2//+7OtvNupi0tfCc/f9Z87j0MvsgXbZlQluw2BFixUMXC+R1hAAaXA6fW3AXk4iOc9HmvaSAOu9obaD0A60RxOsFlRqSAOenFpcXDL/6nbXHjSbfss6PdWmY01IM1CvTtn90hQxG3baGgxW99PFt2xxoBz5tj9qn/gnUW7WupgU7zx88O+NF+fPv/xssO1+Ne3fPfnDm21I7/Z6rZOb5XTU7O4UWlsTDktcC1tPOpBbfA/TJ3M23PAJPIX/ksRpFrNMipkuUKLnYV1vYUTmWmNbH8q+Cpi7hCqSgg2XeOwdMBeqdyKsNcq0v26ceGtHn0a3E95sp1bBgF6Hya7z7G4A4c/U9xxmsty2o1mf/vL77ZY06S+/9P/UyxR2cw1CAtOfYCeoRxD24O2QX0KsHoXliubgn9bizMk0RFAXZq+nT3hmoK8oP9qz93GVvsQJJMfVjZYDp6uTke4SYJicoXU9HmUBupBI3hsQ4YOx9WTWzVI0aa9Rz9hm19E+bNn6LBS0j08mkQ9ZbIUWKi/RKl7oeeOr4ct321DS/uqrwddbWg7zC7rGkGY7osuNvbNOJiUb6/egaMAqTGwuKQsyUl3JatU712Vw44M0kRUnsM0NbWvsYvU3de0qFlSRBTD1TI5RP5hYUOjzS/L/d3c2vm0bZxgneccP2YkLpynSJQG2YcUCDAP6//8hRbcC/QDaDtuaFa7jWPw87vccRUqyLVmimFQ2E0v8PB6p595773k/rlOO2uuz+YZ7RG2W2Kv5KCUqcpeKyrr3sVfqds9q+9N8D7Aj2J/881+7q+wrN8ftbWXroa4eItuXz8w8B7Wc3plHfsFJ6pimrVmeo7V+kyk1fOTd+tGbW8ZBuDMsyJlgqaH4Wl4D2Gj01Zd085px2zX9hMxMg4HWFWbdXrmwueLce/pJ+dtuJqW1umjg/jS9wsFokj5pKPva2V1bT/j6zduvftnQiocCb6/oBn/87H+3Dzy4PYegvUecvq2yXCOwpb0s375ZH6l6bp7T0JXp1u9/V5iTSFDW1MyWC1hASeLnfaJJLQ3+95ey0xnWlRYFdRDZbXq+xonHmZdtUXp6enm5P2DwgkQYNKZ9nruRDjkbH8ObnDceXR6YffHq2+/GjBdeEoJfxO+Hd7Ms8qGtHYD2BXblGIbEJdQCPCp2dOUVgPzVTW/rR2NH4dkFMIwL6Cl8qFKIp4yaE7wjc+dwm5WbTLJK7hDS/a2IXSz9Kw0ymYlujKPsibvYOoDdWBmMUYFmJCzwfxhPld9VPFzVulC566Qg/sOf6m/e7iBibl+dJtdB/e6hJO2/Xf/lngPQPshwvUKlzGPgCY6lkS/LH5R4TbGNJQq5DmOJ4+QOXi5MHBM3ZOKjNEbDgiKNiR82VuZVyf1Jlwi3Tooe8ECyg16aRTazUClx9Cx5/26XdnpHxZhefBZET680eRWd03CbO07de5fNqnvwHj79+9nPP4wR7FSmMsVnrX0zbz5/VT87v9/jc+/6f7QLDsMMeKSmFg3DEEFqoE68D4F2LpYVUMPPI9bJ6NKmGbDvodSfOXz3bYVESpFNybvBmZRoIfEwYqea0zJgjVY16QKHxENE5AvoFh5puEOUFC4OYVQuRgIGEjV0z2uaaBo2aTJC79/2rGhh2/Eevvrr5TejKfNPTfNl3vzlkzCJY/vr6Dew7Qk+0rE90b6CY1WQq5HkqUvk5Q70TYLTScgYFGtTJ+F7GQ6GhFaijlycxcqY4TZZ6NNFnwk0MsCOzg7cket0HoRyiGjX1LlLFXuyNwXeZ5pBEG9mlRmdFd03HVLVkjggeLe/7pqmC84kzebBLMgJgiHHzNCMpqo7eCdyelO38/yF+WEcFePrd37+S/PypSl++/HtxcVYl4epnvSgcvZE+6C96Ka4lMglBmz7RgBInI2snBOR4ugcSggnQSzMSPfwbosm0XTskDcbOS3SbHSPZFOIzTaqyRLGjlbzgsTwhCgbO6n9XSF7feKlcFow/LBYb2lj6O4slsYVhWVYbyIlt90iPO2zeZw3eaT0MoR1bLtg7DE3d6+v7yqa2eHSq/8eIpHdm/nF32Y/fffr2LodzXUD2nshvK1mi15e+gt6C5qGdQlu2yjhxGXjFmaV99NanHPxB4ZjBO2MK6UdMHi12jYRItIv3G8Dg8vQtDsjpcW0hYnxbPc7WKEhoS2RX6k7ZfJPfM64Z6LmRbBHm2Qp+fTIcOCSZlxiDzfI8ZOMPCGErazodpNW39WX1Yk7y5TYYHWxz/LrAwXyi0/DF99+fUiDWa3Q77g+oP1GHQQnoIqQFrCBdyqd2xgDdlM3a2cuRVtPGXKajMjFhMlIoVoQ9E1UhWUK7HUZJYilwWlMdlfUmLBBz8H66ouvtv/wZJBhkid0fbUhUffWE5q4WJKJ8kZ1p9tURdG2uGmDJ05O+IWGyIqJHbfQ9c28KpacneAmcwqJ2sVkjStu21UkAHRNdZpka5PYuKt19G8r4e5j7umfn//nHxtk092XHOnezpbajfj0o2DPl/qBUi2/xtKQyygrkjKr4JuhLHCJ4RjUdDgzcTgDE6AgjGHV2qiKK1MmOapvw2TZeOXiPi6KQ7mpZXgymId8rEflIjUHota2OVZFtjQMetsibfLY4ubbQGq0pUKWFLG97qYw7dt1ZCqla/I5HCcoeVZSHubg4srEDYF98bhuYqeaVMGFSK9plyaovz7QjW3aCo0tjaFfQuBaGEcpU7RY5jxJIyLKkOowLKjlJo1ixzDUYLdnag5agiVdl8GvHbmtkWknpgEg+nVpSmIv8VqEYWsxgAIYdB7m4iMakyy4iEkyfQV5w1pDKVbFbBQ8eBDj/k4fEQWlEmpjaKpxMkmogm9DY594x+uWVOSOF2w8jc5BrR6PojwMSpSK+z0mNpa104FeFdzp5F1Oql+57x+DaCewDk0aJSEDiAa2hFBNxDXMB7HRUCBMgi0xCptOrAYcIPCEQ0RDv0HOkOYaeT1Ts+lMNLGc/riW3xjerakdoY2I85oNr4UoCBT1Xm3m9vvG8d3vJOiC9oKyVRHFAcqbCt7Bio2546LbxRzLnrxNmOsJ74omxyo5NjP37/g0tXvYVMzw6oBnS6SnIN0vMVMVoZsg3gG2rKQZ0PdRPfromEW2QR/mR9CI7oP0qgm2qGkqGfm4iOeX7O5kmMSaL9pL5KZzpzMMbcFsavP0lr7A+BWXR01bTUcg3ceS3ACbBhdwCRQmXxObZ3z9PthHS+gGWiKNm1Rh0ck29e2D1eHAgi8ehWjvLEMZwJ2FqeQ5PLlnWSR2O2B7Kp0hZgc2/9baKnZRZWtLKD2JDUOs+sR25knewlCT0xmg+hy96694Mc7z0C+Zpc+PA/C90nBhfRHY/STtsNMoUAwClCyU6x0skGCD1Xb9iuPeaudRN3Cc2HnzuJ/6CGsHKS69QKSijCoGXUH0h0hFie++xvIolzpOoghcm4ICpKM94xzOSWVQ1RWHSD+gBHFkMg9kUdmKRze3M0CrxILZjKSMi5bgb4e6RIfvh7+QQRyD5+4LE6FJJTaRl311j+6bhNDyi45m790DFO1ln8396N7rnhUydjmCF7YjqPOuCOAGRciGPF8wANZYSYuwiIowR8MoRXeR4yWsGnKVKqpD1k2BdsfhnatoMCj0eDgyIvZU57Lq9BhyuIUCDEgmM2SBhmqni/lgZPvy/tOv0WhJPo/9bcfXM30NDiiR3/lx4J1MPovXAKkCwSIukR3E06eFLchD4Uweo7Dwa9kKP0dp65zDH0oMzUAieOyStCdhjes6ugm+X4wWVsrK0ne49WYuqauTvA9Zjk5IUSELAIjvpf3Ym3/869QvoR0u0nl8/PsfcMfwkcz5RHyziHKIxTzNffAcdlB5b2EjwrKC+Q/5C8BpAISYgcfhn2Sv/z/6LVbk0CCRtSsrZpUXTdmlYhrKIx1AHfR5ZLSXGIukJrswZGcXJTWceuQrAJ0X+OQ6CTAxbPJmOeJnsK///Sj4dosi0TAXqtJFM7JU/gotCPHc698oMWxq5/S/UhvkPkwDC5aaToVDjO7tF0UTkW9ANsxmGYtWVaL9pUA9LNHemRVCk3teqn/GB/Rt8Gl7BMv/AfPZY9lwoWSpAAAAAElFTkSuQmCC",
      "text/plain": [
       "904×1496 Array{Gray{Float32},2} with eltype Gray{Float32}:\n",
       " Gray{Float32}(1.49012e-8)  Gray{Float32}(1.49012e-8)  …  Gray{Float32}(0.0)\n",
       " Gray{Float32}(1.49012e-8)  Gray{Float32}(1.49012e-8)     Gray{Float32}(0.0)\n",
       " Gray{Float32}(1.49012e-8)  Gray{Float32}(1.49012e-8)     Gray{Float32}(0.0)\n",
       " Gray{Float32}(1.49012e-8)  Gray{Float32}(1.49012e-8)     Gray{Float32}(0.0)\n",
       " Gray{Float32}(1.49012e-8)  Gray{Float32}(1.49012e-8)     Gray{Float32}(0.0)\n",
       " Gray{Float32}(1.49012e-8)  Gray{Float32}(1.49012e-8)  …  Gray{Float32}(0.0)\n",
       " Gray{Float32}(1.49012e-8)  Gray{Float32}(1.49012e-8)     Gray{Float32}(0.0)\n",
       " Gray{Float32}(1.49012e-8)  Gray{Float32}(1.49012e-8)     Gray{Float32}(0.0)\n",
       " Gray{Float32}(1.49012e-8)  Gray{Float32}(1.49012e-8)     Gray{Float32}(0.0)\n",
       " Gray{Float32}(1.49012e-8)  Gray{Float32}(1.49012e-8)     Gray{Float32}(0.0)\n",
       " Gray{Float32}(1.49012e-8)  Gray{Float32}(1.49012e-8)  …  Gray{Float32}(0.0)\n",
       " Gray{Float32}(1.49012e-8)  Gray{Float32}(1.49012e-8)     Gray{Float32}(0.0)\n",
       " Gray{Float32}(1.49012e-8)  Gray{Float32}(1.49012e-8)     Gray{Float32}(0.0)\n",
       " ⋮                                                     ⋱  ⋮                 \n",
       " Gray{Float32}(0.0666667)   Gray{Float32}(0.0666667)      Gray{Float32}(0.0)\n",
       " Gray{Float32}(0.0666667)   Gray{Float32}(0.0666667)      Gray{Float32}(0.0)\n",
       " Gray{Float32}(0.0666667)   Gray{Float32}(0.0666667)      Gray{Float32}(0.0)\n",
       " Gray{Float32}(0.0666667)   Gray{Float32}(0.0666667)   …  Gray{Float32}(0.0)\n",
       " Gray{Float32}(0.0666667)   Gray{Float32}(0.0666667)      Gray{Float32}(0.0)\n",
       " Gray{Float32}(0.0666667)   Gray{Float32}(0.0666667)      Gray{Float32}(0.0)\n",
       " Gray{Float32}(0.0666667)   Gray{Float32}(0.0666667)      Gray{Float32}(0.0)\n",
       " Gray{Float32}(0.0666667)   Gray{Float32}(0.0666667)      Gray{Float32}(0.0)\n",
       " Gray{Float32}(0.0666667)   Gray{Float32}(0.0666667)   …  Gray{Float32}(0.0)\n",
       " Gray{Float32}(0.0666667)   Gray{Float32}(0.0666667)      Gray{Float32}(0.0)\n",
       " Gray{Float32}(0.0666667)   Gray{Float32}(0.0)            Gray{Float32}(0.0)\n",
       " Gray{Float32}(0.0666667)   Gray{Float32}(0.0)            Gray{Float32}(0.0)"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bit_levels = [8:-1:1...]\n",
    "ori_img = float32.(load(\"Data/Fig0221(a).tif\")) # convert to Float16\n",
    "\n",
    "@time imgs_builtin = [Gray{Normed{UInt8,bit_level}}.(ori_img)\n",
    "    for bit_level in bit_levels]\n",
    "@time imgs_custom = [down_intensity(ori_img,bit_level) for bit_level in bit_levels]\n",
    "\n",
    "img_diffs = imgs_builtin .- imgs_custom\n",
    "@show summary(img_diffs)\n",
    "\n",
    "@printf \"Intensity levels are:\\n%d\\t%d\\t%d\\t%d\\n%d\\t%d\\t%d\\t%d\\n\" (2 .^bit_levels)...\n",
    "[[img_diffs[1] img_diffs[2] img_diffs[3] img_diffs[4]]\n",
    "[img_diffs[5] img_diffs[6] img_diffs[7] img_diffs[8]]]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "造一个例子来更直接地展示这两种方法的差别"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "200×1024 Array{Gray{N0f8},2} with eltype Gray{Normed{UInt8,8}}:\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)  …  Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)  …  Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)  …  Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " ⋮                                 ⋱                                  \n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)  …  Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)  …  Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(1.0)  Gray{N0f8}(1.0)\n",
       " Gray{N0f8}(0.0)  Gray{N0f8}(0.0)     Gray{N0f8}(1.0)  Gray{N0f8}(1.0)"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Let's check the behavior\n",
    "graybar = Gray{N0f8}.(transpose(repeat(range(0,stop=1,length=512),1,50)))\n",
    "\n",
    "bits = 4:-1:1\n",
    "imgs_builtin = [Gray{N0f8}.(Gray{Normed{UInt8, bit}}.(graybar)) for bit in bits] \n",
    "imgs_custom = [down_intensity(graybar, bit) for bit in bits]\n",
    "\n",
    "img_diffs = colorview(Gray,hcat(vcat(imgs_builtin...),vcat(imgs_custom...)))"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Julia 1.0.0",
   "language": "julia",
   "name": "julia-1.0"
  },
  "language_info": {
   "file_extension": ".jl",
   "mimetype": "application/julia",
   "name": "julia",
   "version": "1.0.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
